Andreas Maier
Prof. Dr.-Ing. habil. Andreas Maier
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstraße 3
91058 Erlangen
Germany
- Phone number: +49 9131 85-27883
- Fax number: +49 9131 85-27270
- Email: andreas.maier@fau.de
- Website: https://lme.tf.fau.de/person/maier/
Appointments
nach Vereinbarung/by agreementhttps://medium.com/@akmaier
https://orcid.org/0000-0002-9550-5284
Academic CV
Prof. Dr. Andreas Maier was born on 26th of November 1980 in Erlangen. He studied Computer Science, graduated in 2005, and received his PhD in 2009. From 2005 to 2009 he was working at the Pattern Recognition Lab at the Computer Science Department of the University of Erlangen-Nuremberg. His major research subject was medical signal processing in speech data. In this period, he developed the first online speech intelligibility assessment tool – PEAKS – that has been used to analyze over 4.000 patient and control subjects so far.
From 2009 to 2010, he started working on flat-panel C-arm CT as post-doctoral fellow at the Radiological Sciences Laboratory in the Department of Radiology at the Stanford University. From 2011 to 2012 he joined Siemens Healthcare as innovation project manager and was responsible for reconstruction topics in the Angiography and X-ray business unit.
In 2012, he returned the University of Erlangen-Nuremberg as head of the Medical Reconstruction Group at the Pattern Recognition lab. In 2015 he became professor and head of the Pattern Recognition Lab. Since 2016, he is member of the steering committee of the European Time Machine Consortium. In 2018, he was awarded an ERC Synergy Grant “4D nanoscope”. Current research interests focuses on medical imaging, image and audio processing, digital humanities, and interpretable machine learning and the use of known operators.
Projects
2023
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Artificial Intelligent as a Market Participant – Implications for Antitrust Law
(FAU Funds)
Term: January 15, 2023 - January 14, 2024Introduction: Antitrust laws (also known ascompetition laws) are designed to encourage strong competition and are designedto protect consumers from predatory commercial practices. The primary goals ofantitrust law are to ensure the functioning of the markets and to ensure faircompetition. A prominent example of an antitrust violation is illegal pricefixing. By definition, it is an agreement between competitors that fixes pricesor other competitive conditions, and thus violates the principle of the pricingmechanism through free market forces. A typical feature of illegal price fixingis verifiable communication (written or verbal) between human marketparticipants. However, in the age of artificial intelligence and e-commerce,the definition and the detection of this illegal practice faces new challengesas collusive behaviors that violate antitrust laws, such as the pricingmechanism, can be partially or fully automated [1]. Furthermore, thecommunications between market participants can be both overt and covert. Finally,market participants can be artificial agents which might affected by perverseinstantiation [2]. In other words, new technological possibilities areavailable to disguise illegal pricing policies and business practices.
Recent research, mainly from theeconomic and jurisprudence point of view, concludes the intensive applicationof AI algorithms in E-commerce will increase the extend of known forms ofanticompetitive behaviors [3][4]. However, the questions regarding whether andto which extent collusive behaviors will emerge by AI itself (which is anunknown form of anticompetitive behaviors) are rarely understood. Feasibilitystudies and comprehensive analysis comprising the implementation of AI methods andvalidation of the derived hypothesis has not been conducted so far. Therefore,the main goals of this project are to investigate the possibilities of collusivebehaviors stimulated and/or emerged by AI algorithms on digital marketplace andderive consequences on the antitrust law as well as competition policies. Tothe best of our knowledge, this is the first time that a research project inthe field of Antitrust and AI (AAI) is focusing on the mathematical andalgorithmic perspective of the question to which extend the utilization of AImethods is facilitating the collusive behaviors in the era of digital economy.
Objectives: In order to validate the hypothesesthat AI algorithms is able to develop and communicate collusive behaviors ondigital marketplaces both in overt and covert fashion, comprehensive emulatorsof online marketplaces in different setups will be implemented. Furthermore, different communication channels(both overt and covert) of digital marketplaces will be discovered and understood,as it is highly relevant to the detection of collusive practices. Finally, differentonline trading scenarios utilizing AI algorithms will be established and theimpact on antitrust law and competition polices will be derived. In total, the mainaspects in the intended DFG-application can be summarized as follows:
1. Asthe research topic belongs to a highly interdisciplinary field, a comprehensiveliterature review is necessary to define the problem space of the research andis of great importance to conduct the subsequent experiments successfully.Therefore, a comprehensive literature review on the aspects of antitrust law, gametheory, artificial intelligence and cyber security will be conducted.
2. Firststep of the implementation is the holistic emulation of the digitalmarketplace. The market emulator should have the capability to emulate the digitalmarket following various rules (e.g., Cournot vs. collusive competition) indifferent size (i.e., with different amount of market participants). Moreover,state-of-the-art algorithms for dynamic pricing should be replicated andintegrated into the market emulator as well.
3. Afurther aspect of this project is the communication mechanism in the era of E-commerceand AI. The know form of collusions mostly utilize overt communications.However, covert communication channels (i.e., communication channels that are notoriginally designed for the communication purpose, therefore hardly to bedetected [5][6]) poses further vulnerabilities of online marketplaces. The mechanismsand capacities of covert channels facilitating the collusive behaviors (e.g.,illegal price fixing) as should be investigated with the implemented marketemulator.
4. Finally,artificial agents for price definition of different products should be proposedand implemented following different competition models as well as marketcomplexities, aiming at understanding the central research questions of thisresearch project, i.e., capabilities and conditions of emerging collusivebehaviors of artificial agents by themselves. This particular step can beachieved by using reinforcement learning techniques. Technical opportunitiesand challenges for the discrimination of collusive and non-collusive behaviorsthat are potentially emerged by the artificial agents should be explored aswell.
The entire project will besupervised by experts from three disciplines. Prof. Jochen Hoffmann (chair of Private Business Law) will support this research project with his knowledges and expertiseon antitrust law, Prof. Felix Feilling (chair of Cyber Security) will advise onthe aspects that are related to covert communication and cyber security, andProf. Andreas Maier (pattern recognition lab) will mentor this project from theAI point of view.
[1] KünstlicheIntelligenz als Marktteilnehmer – Technische Möglichkeiten, Maier A., Bayer S.,Mohr Verlag. Submitted, unpublished.
[2] BostromN. Superintelligence: Paths, Dangers, Strategies. Minds & Machines 25, Seite 285–289 (2015).
[3] Petit, N. Antitrust andartificial intelligence: A research agenda. In: Journal of European CompetitionLaw and Practice. Vol. 8, Issue 6, pp. 361–362. Oxford University Press.(2017)
[4] Beneke, F., Mackenrodt, M.,Remedies for algorithmic tacit collusion, Journal of Antitrust Enforcement,Volume 9, Issue 1, Pages 152–176 (2021).
[5]Hans-Georg Eßer, Felix C. Freiling. Kapazitätsmessung eines verdecktenZeitkanals über HTTP, Univ. Mannheim,Technischer Bericht TR-2005-10, November 2005. (2005)
[6] Freiling F.C., Schinzel S.Detecting Hidden Storage Side Channel Vulnerabilities in NetworkedApplications. In: Camenisch J., Fischer-Hübner S., Murayama Y., Portmann A.,Rieder C. (eds) Future Challenges in Security and Privacy for Academia andIndustry. SEC 2011. IFIP Advances in Information and Communication Technology,vol 354. Springer, Berlin, Heidelberg. (2011)
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An AI-based framework for visualizing and analyzing massive amounts of 4D tomography data for beamline end users
(Third Party Funds Group – Overall project)
Term: March 1, 2023 - February 28, 2026
Funding source: Bundesministerium für Bildung und Forschung (BMBF)
URL: https://www.iis.fraunhofer.de/de/ff/zfp/projekte/KI4D4E.htmlSynchrotron tomography is characterized by extremely brilliant X-rays, which enables almost artifact-free imaging. Furthermore, very high resolution can be achieved by using special X-ray optics, and the special design of synchrotron facilities also allows fast in-situ experiments, i.e. 4D tomography. The combination of these features enables high-resolution computed tomography on objects where conventional laboratory CT fails. At the same time, however, this also produces enormous amounts of data that are generally unprocessable by end users, pushing even the operators of synchrotrons to their limits.
The goal of the KI4D4E project is to develop AI-based methods that can be used by end users to process the enormous amounts of data in such 4D CT measurements. This includes improving image quality through artifact reduction, reduction and accessibility of data to end users to help the latter interpret the results.
The project focuses on the topics of artifact reduction, segmentation and visualization of large 4D data sets. The resulting methods should be applicable to data from both photon and neutron sources.
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Exploring Brain Mechanics (EBM): Understanding, engineering and exploiting mechanical properties and signals in central nervous system development, physiology and pathology
(Third Party Funds Group – Overall project)
Term: January 1, 2023 - December 31, 2026
Funding source: DFG / Sonderforschungsbereich / Transregio (SFB / TRR)Thecentral nervous system (CNS) is our most complex organ system. Despite tremendousprogress in our understanding of the biochemical, electrical, and geneticregulation of CNS functioning and malfunctioning, many fundamental processesand diseases are still not fully understood. For example, axon growth patterns inthe developing brain can currently not be well-predicted based solely on thechemical landscape that neurons encounter, several CNS-related diseases cannotbe precisely diagnosed in living patients, and neuronal regeneration can stillnot be promoted after spinal cord injuries.
Duringmany developmental and pathological processes, neurons and glial cells aremotile. Fundamentally, motion is drivenby forces. Hence, CNS cells mechanicallyinteract with their surrounding tissue. They adhere to neighbouring cells and extracellular matrix using celladhesion molecules, which provide friction, and generate forces usingcytoskeletal proteins. These forces aretransmitted to the outside world not only to locomote but also to probe themechanical properties of the environment, which has a long overseen huge impacton cell function.
Onlyrecently, groups of several project leaders in this consortium, and a few other groupsworldwide, have discovered an important contribution of mechanical signalsto regulating CNS cell function. For example, they showed that brain tissuemechanics instructs axon growth and pathfinding in vivo, that mechanicalforces play an important role for cortical folding in the developing humanbrain, that the lack of remyelination in the aged brain is due to an increasein brain stiffness in vivo, and that many neurodegenerative diseases areaccompanied by changes in brain and spinal cord mechanics. These first insights strongly suggest thatmechanics contributes to many other aspects of CNS functioning, and it islikely that chemical and mechanical signals intensely interact at the cellularand tissue levels to regulate many diverse cellular processes.
The CRC 1540 EBM synergises the expertise of engineers, physicists,biologists, medical researchers, and clinicians in Erlangen to explore mechanicsas an important yet missing puzzle stone in our understanding of CNSdevelopment, homeostasis, and pathology. Our strongly multidisciplinary teamwith unique expertise in CNS mechanics integrates advanced invivo, in vitro, and in silico techniques across time(development, ageing, injury/disease) and length (cell, tissue, organ) scalesto uncover how mechanical forces and mechanical cell and tissue properties,such as stiffness and viscosity, affect CNS function. We especially focus on(A) cerebral, (B) spinal, and (C) cellular mechanics. Invivo and in vitro studies provide a basic understanding ofmechanics-regulated biological and biomedical processes in different regions ofthe CNS. In addition, they help identify key mechano-chemical factors forinclusion in in silico models and provide data for model calibration andvalidation. In silico models, in turn, allow us to test hypotheses without the need of excessive or even inaccessibleexperiments. In addition, they enable the transfer and comparison of mechanics data and findingsacross species and scales. They also empower us to optimise processparameters for the development of in vitro brain tissue-like matricesand in vivo manipulation of mechanical signals, and, eventually, pavethe way for personalised clinical predictions.
Insummary, we exploit mechanics-based approaches to advance ourunderstanding of CNS function and to provide the foundation for futureimprovement of diagnosis and treatment of neurological disorders.
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AI-refined thermo-hydraulic model for the improvement of the efficiency and quality of water supply
(Third Party Funds Single)
Term: November 1, 2023 - October 31, 2026
Funding source: Bayerisches Staatsministerium für Wirtschaft, Landesentwicklung und Energie (StMWi) (seit 2018)The United Nations' goals for sustainable development have made improving quality of life and access to clean drinking water a political priority. However, in recent decades, the water cycle in Bavaria has also been significantly affected by climate change. Two important aspects of daily drinking water supply and distribution are the assurance of water quality and the increase in usage efficiency. To enhance the resilience and capacity of the water supply in general, numerical simulation, data integration, and artificial intelligence (AI) are necessary. In this project, we aim to develop an AI-refined temperature-hydraulic model using heterogeneous data sources from a Bavarian water supply network. Hybrid AI methods are employed to model the complex relationship between water and soil temperature. The resulting model will serve as the basis for various real applications such as leak detection, anomaly recognition, and monitoring of drinking water quality, with the overarching goal of increasing the efficiency and quality of the water supply while simultaneously contributing to the containment of the impact of climate change on drinking water supply
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Maschinelles Lernen und Datenanalyse für heterogene, artübergreifende Daten (X02)
(Third Party Funds Group – Sub project)
Overall project: SFB 1540: Erforschung der Mechanik des Gehirns (EBM): Verständnis, Engineering und Nutzung mechanischer Eigenschaften und Signale in der Entwicklung, Physiologie und Pathologie des zentralen Nervensystems
Term: January 1, 2023 - December 31, 2026
Funding source: DFG / Sonderforschungsbereich (SFB)X02 nutzt die in EBM erzeugten Bilddaten und mechanischen Messungen, um Deep Learning-Methoden zu entwickeln, die Wissen über Spezies hinweg transferieren. In silico und in vitro Analysen werden deutlich spezifischere Daten liefern als in vivo Experimente, insbesondere für menschliches Gewebe. Um hier Erkenntnisse aus datenreichen Experimenten zu nutzen, werden wir Transfer Learning-Algorithmen für heterogene Daten entwickeln. So kann maschinelles Lernen auch unter stark datenlimitierten Bedingungen nutzbar gemacht werden. Ziel ist es, ein holistisches Verständnis von Bilddaten und mechanischen Messungen über Artgrenzen hinweg zu ermöglichen.
2022
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International Doctoral Program: Measuring and Modelling Mountain glaciers and ice caps in a Changing Climate (M³OCCA)
(Third Party Funds Single)
Term: June 1, 2022 - May 31, 2026
Funding source: Elitenetzwerk BayernMountain glaciers and ice caps outside the large ice sheets of Greenland and Antarctica contribute about 41% to the global sea level rise between 1901 to 2018 (IPCC 2021). While the Arctic ice masses are and will remain the main contributors to sea level rise, glacier ice in other mountain regions can be critical for water supply (e.g. irrigation, energy generation, drinking water, but also river transport during dry periods). Furthermore, retreating glaciers also can cause risks and hazards by floods, landslides and rock falls in recently ice-free areas. As a consequence, the Intergovernmental Panel of Climate Change (IPCC) dedicates special attention to the cryosphere (IPCC 2019; IPCC 2021). WMO and UN have defined Essential Climate Variables (ECV) for assessing the status of the cryosphere and its changes. These ECVs should be measured regularly on large scale and are essential to constrain subsequent modelling efforts and predictions.
The proposed International Doctorate Program (IDP) “Measuring and Modelling Mountain glaciers and ice caps in a Changing ClimAte (M3OCCA)” will substantially contribute to improving our observation and measurement capabilities by creating a unique inter- and transdisciplinary research platform. We will address main uncertainties of current measurements of the cryosphere by developing new instruments and future analysis techniques as well as by considerably advancing geophysical models in glaciology and natural hazard research. The IDP will have a strong component of evolving techniques in the field of deep learning and artificial intelligence (AI) as the data flow from Earth Observation (EO) into modelling increases exponentially. IDP M3OCCA will become the primary focal point for mountain glacier research in Germany and educate emerging
talents with an interdisciplinary vision as well as excellent technical and soft skills. Within the IDP we combine cutting edge technologies with climate research. We will develop future technologies and transfer knowledge from other disciplines into climate and glacier research to place Bavaria at the forefront in the field of mountain cryosphere research. IDP M3OCCA fully fits into FAU strategic goals and it will leverage on Bavaria’s existing long-term commitment via the super test site Vernagtferner in the Ötztal Alps run by Bavarian Academy of Sciences (BAdW). In addition, we cooperate with the University of Innsbruck and its long-term observatory at Hintereisferner. At those super test sites, we will perform joint measurements, equipment tests, flight campaigns and cross-disciplinary trainings and exercises for our doctoral researchers. We leverage on existing
instrumentation, measurements and time series. Each of the nine doctoral candidates will be guided by interdisciplinary, international teams comprising university professors, senior scientists and emerging talents from the participating universities and external research organisations. -
Temporally resolved 3-D retinal blood flow quantification using advanced motion correction and signal reconstruction in optical coherence tomography angiography
(Third Party Funds Single)
Term: since November 15, 2022
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)Die optische Kohärenztomographie (OCT) erzeugt volumetrische 3-D-Bilder von Gewebe mit Mikrometerauflösung, indem sie einen Laserstrahl zum Scannen verwendet und die Amplitude und Zeitverzögerung von zurückgestreutem Licht misst. Die OCT hat einen großen Einfluss auf die Augenheilkunde und wurde zu einer Standard-Bildgebungsmodalität für die Diagnose, die Überwachung des Krankheitsverlaufs und das Ansprechen auf die Behandlung sowie für die Untersuchung der Pathogenese von Krankheiten wie diabetischer Retinopathie, altersbedingter Makuladegeneration und Glaukom. Die jüngste Entwicklung der OCT-Angiographie (OCTA) hat die grundlegende und klinische Forschung dramatisch beschleunigt. OCTA führt eine tiefenaufgelöste (3-D) Bildgebung der retinalen Mikrovaskulatur durch, indem es wiederholt die gleiche Netzhautposition abbildet und den Bewegungskontrast von sich bewegenden Blutzellen erkennt. Im Vergleich zu herkömmlichen Ansätzen, die auf injizierten Kontrastmitteln basieren, hat OCTA den Vorteil, dass es nicht invasiv ist, sodass die Bildgebung bei jedem Patientenbesuch durchgeführt werden kann, was Längsschnittstudien ermöglicht. Allerdings hat OCTA auch einige Einschränkungen. Da eine wiederholte Bildgebung erforderlich ist, um den Blutfluss zu erkennen, sind die Aufnahmezeiten lang und die Daten können durch Augenbewegungen und Bildartefakte verzerrt werden, was eine quantitative Längsschnittanalyse erschwert. OCTA-Algorithmen können das Vorhandensein eines Blutflusses erkennen, sind jedoch nur begrenzt in der Lage, subtile Veränderungen des Flusses aufzulösen, die frühe Anzeichen einer Krankheit sein können. Zeitliche Schwankungen des Flusses, die durch den Herzzyklus oder die funktionelle Reaktion der Netzhaut verursacht werden, sind schwer zu untersuchen. Wir schlagen vor, ein neues Framework für OCTA zu entwickeln, das eine Bewegungskorrektur auf Kapillarebene ermöglicht, Blutflussgeschwindigkeiten differenziert und eine Analyse auf mehreren Zeitskalen ermöglicht (4-D OCTA). Die Fähigkeit, über die Visualisierung der Mikrovaskulatur hinauszugehen und den Fluss und seine zeitlichen Schwankungen zu beurteilen, ermöglicht die Beurteilung subtiler Beeinträchtigungen der mikrovaskulären Perfusion sowie des Herzzyklus und der Reaktion auf funktionelle Stimulation. In Kombination mit der vaskulären strukturellen Bildgebung versprechen diese Fortschritte, neue Krankheitsmarker in früheren Krankheitsstadien bereitzustellen, eine genauere Messung des Krankheitsverlaufs und des Ansprechens auf die Therapie in pharmazeutischen Studien zu ermöglichen und zur Aufklärung der Pathogenese bei Netzhauterkrankungen beizutragen.
2021
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ODEUROPA: Negotiating Olfactory and Sensory Experiences in Cultural Heritage Practice and Research
(Third Party Funds Group – Sub project)
Overall project: ODEUROPA
Term: January 1, 2021 - December 31, 2022
Funding source: EU - 8. Rahmenprogramm - Horizon 2020
URL: https://odeuropa.eu/Our senses are gateways to the past. Although museums are slowly discovering the power of multi-sensory presentations, we lack the scientific standards, tools and data to identify, consolidate, and promote the wide-ranging role of scents and smelling in our cultural heritage. In recent years, European cultural heritage institutions have invested heavily in large-scale digitization. A wealth of object, text and image data that can be analysed using computer science techniques now exists. However, the potential olfactory descriptions, experiences, and memories that they contain remain unexplored. We recognize this as both a challenge and an opportunity. Odeuropa will apply state-of-the-art AI techniques to text and image datasets that span four centuries of European history. It will identify the vocabularies, spaces, events, practices, and emotions associated with smells and smelling. The project will curate this multi-modal information, following semantic web standards, and store the enriched data in a ‘European Olfactory Knowledge Graph’ (EOKG). We will use this data to identify ‘storylines’, informed by cultural history and heritage research, and share these with different audiences in different formats: through demonstrators, an online catalogue, toolkits and training documentation describing best-practices in olfactory museology. New, evidence-based methodologies will quantify the impact of multisensory visitor engagement. This data will support the implementation of policy recommendations for recognising, promoting, presenting and digitally preserving olfactory heritage. These activities will realize Odeuropa’s main goal: to show that smells and smelling are important and viable means for consolidating and promoting Europe’s tangible and intangible cultural heritage.
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SmartCT - Erforschung und Entwicklung von Methoden der Künstlichen Intelligenz für ein autonomes Roboter-CT System zur 3D-Digitalisierung beliebiger Objekte
(Third Party Funds Group – Overall project)
Term: June 1, 2021 - May 31, 2024
Funding source: Bayerisches Staatsministerium für Wirtschaft, Landesentwicklung und Energie (StMWi) (seit 2018)
URL: https://www.pinterguss.de/forschung-entwicklung/smart-ct.htmlIn Vorhaben SmartCT sollen KI-Methoden entwickelt und angewendet werden, die Roboter-CT Systemen ermöglicht, selbstständig, also autonom, die äußeren und inneren Strukturen beliebiger Objekte zu digitalisieren. Diese so erzeugten Daten stellen die Basis von neuartigen, innovativen und datengetriebenen Geschäftsmodellen in vielen Bereichen wie Produktentwicklung, Produktion, Handel, Instandhaltung, Sicherheit und Recycling dar.
Roboter-CT Systeme können beliebige Objekte (Fahrzeugkomponenten, Flugzeugflügel, Batterie-zellen, Versandpaket, etc.) zerstörungsfrei digitalisieren. Diese Systeme sind jedoch hoch komplex und deshalb bisher nur mit großem zeitlichen Aufwand von Experten bedien- und einsetzbar. Roboter-CT Systeme werden deshalb aktuell nur bei großen Unternehmen eingesetzt. Mit Hilfe der in SmartCT entwickelten KI-Methoden soll es möglich werden, dass beliebige Objekte effizient und wirtschaftlich attraktiv digitalisiert werden können, so dass auch kleinere und mittlere Unternehmen die Vorteile dieser Technologie vollständig zugänglich gemacht werden kann. Zugleich wird mit diesem Vorhaben die Akzeptanz roboterbasierter CT-Systeme in der Industrie nachhaltig erhöht. -
UtilityTwin
(Third Party Funds Group – Overall project)
Term: September 1, 2021 - August 31, 2024
Funding source: Bayerisches Staatsministerium für Wirtschaft, Landesentwicklung und Energie (StMWi) (seit 2018)In the UtilityTwin research project, an intelligent digital twin for any energy or water supply network is to be researched and developed on the basis of adaptive high-resolution sensor data (down to the sub-second range) and machine learning techniques. Overall, the technology concepts BigData and AI are to be combined in an innovative way in this research project in order to make positive contributions to the implementation of the energy transition and to counteract climate change.
2020
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Bereitstellung einer Infrastruktur zur Nutzung für die Ausbildung Studierender auf einem z/OS Betriebssystem der Fa. IBM
(FAU Funds)
Term: April 2, 2020 - March 31, 2025
Funding source: Friedrich-Alexander-Universität Erlangen-Nürnberg -
Automatic exposure control (AEC) for CT based on neural network-driven patient-specific real-time assessment of dose distributions and minimization of the effective dose
(Third Party Funds Single)
Term: April 1, 2020 - March 31, 2023
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)Modern diagnostic CT systems comprise a variety of measures to keep patient dose at a minimum. Of particular importance is the tube current modulation (TCM) technique that automatically adapts the tube current for each projection in a way to minimize the tube current time product (mAs-product) for a given image quality. This can also be regarded as maximizing the image quality for a given mAs-product. TCM performs a modulation depending on the angular position of the x-ray tube and depending on the z-position of the scan. Measures related to TCM are the automated choice of the mean tube current and of the optimal tube voltage. These three dose reduction methods are also known under the term automatic exposure control (AEC).As of today, however, the AEC does not minimize the actual patient dose and thereby the actual patient risk. It rather minimizes surrogates thereof. The surrogate of TCM is the mAs-product. The surrogate used to automatically select the tube voltage is the CTDI value or the dose length product (DLP). A direct minimization of the weighted summed organ dose values and thereby the patient risk is currently not practicable due to a) the very high computation times of the Monte Carlo dose calculation algorithms and b) due to the lack of a reliable segmentation of the radiation sensitive and risk-relevant organs.We therefore plan to use artificial neural networks to solve the above-mentioned problems and to realize a new AEC which is capable of directly minimizing patient dose and risk instead of using surrogate parameters. A first neural net will convert the patient topogram(s) into a coarse estimate of the CT volume. In cases where only a single topogram is available information of the table height will be used for this estimation. A second neural net will segment the relevant organs. We can here partially use prior work of a previous DFG project (KA 1678/20, LE 2763/2, MA 4898/5). A third network will use further scan parameters (table increment, pitch value, rotation time, collimation, tube voltage, …) to compute the expected dose distribution per projection. This, together with the segmentation of the organs, shall be used to compute the effective dose (or risk) or the patient per projection. A minimization algorithm will then find the optimal tube current curve that minimizes patient risk at a given image quality or that maximizes image quality at a given patient risk.To evaluate our deep AEC algorithm diagnostic CT data will be collected. The data will be retrospectively converted to the desired tube current curve by adding noise to the rawdata followed by another reconstruction. Experienced radiologists will then perform a blinded study where they read images produced without AEC, with the conventional AEC as of today, and with our new deep AEC algorithm. -
Entwicklung eines Leitfadens zur dreidimensionalen zerstörungsfreien Erfassung von Manuskripten
(Third Party Funds Single)
Term: since November 1, 2020
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)
URL: https://gepris.dfg.de/gepris/projekt/433501541 -
Förderantrag zur Entwicklung des Kurses „Deep Learning for beginners“
(Third Party Funds Single)
Term: September 1, 2020 - August 31, 2021
Funding source: Virtuelle Hochschule Bayern -
Integratives Konzept zur personalisierten Präzisionsmedizin in Prävention, Früh-Erkennung, Therapie und Rückfallvermeidung am Beispiel von Brustkrebs
(Third Party Funds Single)
Term: October 1, 2020 - September 30, 2024
Funding source: Bayerisches Staatsministerium für Gesundheit und Pflege, StMGP (seit 2018)Breast cancer is one of the leading causes of death in the field of oncology in Germany. For the successful care and treatment of patients with breast cancer, a high level of information for those affected is essential in order to achieve a high level of compliance with the established structures and therapies. On the one hand, the digitalisation of medicine offers the opportunity to develop new technologies that increase the efficiency of medical care. On the other hand, it can also strengthen patient compliance by improving information and patient integration through electronic health applications. Thus, a reduction in mortality and an improvement in quality of life can be achieved. Within the framework of this project, digital health programmes are going to be created that support and complement health care. The project aims to provide better and faster access to new diagnostic and therapeutic procedures in mainstream oncology care, to implement eHealth models for more efficient and effective cancer care, and to improve capacity for patients in oncologcal therapy in times of crisis (such as the SARS-CoV-2 pandemic). The Chair of Health Management is conducting the health economic evaluation and analysing the extent to which digitalisation can contribute to a reduction in the costs of treatment and care as well as to an improvement in the quality of life of breast cancer patients.
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Integratives Konzept zur personalisierten Präzisionsmedizin in Prävention, Früh-Erkennung, Therapie undRückfallvermeidung am Beispiel von Brustkrebs - DigiOnko
(Third Party Funds Single)
Term: October 1, 2020 - September 30, 2024
Funding source: Bayerisches Staatsministerium für Gesundheit und Pflege, StMGP (seit 2018) -
Intelligente MR-Diagnostik der Leber durch Verknüpfung modell- und datengetriebener Verfahren
(Third Party Funds Single)
Term: April 1, 2020 - March 31, 2023
Funding source: Bundesministerium für Bildung und Forschung (BMBF) -
Intelligent MR Diagnosis of the Liver by Linking Model and Data-driven Processes (iDELIVER)
(Third Party Funds Single)
Term: August 3, 2020 - March 31, 2023
Funding source: Bundesministerium für Bildung und Forschung (BMBF)The project examines the use and further development of machine learning methods for MR image reconstruction and for the classification of liver lesions. Based on a comparison model and data-driven image reconstruction methods, these are to be systematically linked in order to enable high acceleration without sacrificing diagnostic value. In addition to the design of suitable networks, research should also be carried out to determine whether metadata (e.g. age of the patient) can be incorporated into the reconstruction. Furthermore, suitable classification algorithms on an image basis are to be developed and the potential of direct classification on the raw data is to be explored. In the long term, intelligent MR diagnostics can significantly increase the efficiency of use of MR hardware, guarantee better patient care and set new impulses in medical technology.
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Molecular Assessment of Signatures ChAracterizing the Remission of Arthritis
(Third Party Funds Single)
Term: April 1, 2020 - September 30, 2022
Funding source: Bundesministerium für Bildung und Forschung (BMBF)MASCARA zielt auf eine detaillierte, molekulare Charakterisierung der Remission bei Arthritis ab. Das Projekt basiert auf der kombinierten klinischen und technischen Erfahrung von Rheumatologen, Radiologen, Medizinphysikern, Nuklearmedizinern, Gastroenterologen, grundlagenwissenschaftlichen Biologen und Informatikern und verbindet fünf akademische Fachzentren in Deutschland. Das Projekt adressiert 1) den Umstand der zunehmenden Zahl von Arthritis Patienten in Remission, 2) die Herausforderungen, eine effektive Unterdrückung der Entzündung von einer Heilung zu unterscheiden und 3) das begrenzte Wissen über die Gewebeveränderungen in den Gelenken von Patienten mit Arthritis. MASCARA wird auf der Grundlage vorläufiger Daten vier wichtige mechanistische Bereiche (immunstoffwechselbedingte Veränderungen, mesenchymale Gewebereaktionen, residente Immunzellen und Schutzfunktion des Darms) untersuchen, die gemeinsam den molekularen Zustand der Remission bestimmen. Das Projekt zielt auf die Sammlung von Synovialbiopsien und die anschließende Gewebeanalyse bei Patienten mit aktiver Arthritis und Patienten in Remission ab. Die Gewebeanalysen umfassen (Einzelzell)-mRNA-Sequenzierung, Massenzytometrie sowie die Messung von Immunmetaboliten und werden durch molekulare Bildgebungsverfahren wie CEST-MRT und FAPI-PET ergänzt. Sämtliche Daten, die in dem Vorhaben generiert werden, werden in einem bereits bestehenden Datenbanksystem mit den Daten der anderen Partner zusammengeführt und gespeichert. Das Zusammenführen der Daten soll – mit Hilfe von maschinellem Lernen – krankheitsspezifische und mit der Krankheitsaktivität verbundene Mustermatrizen identifizieren.
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Entwicklung eines Leitfadens zur dreidimensionalen zerstörungsfreien Erfassung von Manuskripten
(Third Party Funds Single)
Term: May 1, 2020 - April 30, 2022
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)
URL: https://gepris.dfg.de/gepris/projekt/433501541?context=projekt&task=showDetail&id=433501541&In the course of massive digitization, a large part of libraries’ archived documents are currently being converted into electronic formats. However, the digitization is also reaching its limits. Scanning robots cannot digitize documents whose condition due to natural ageing or external influences prohibit a conventional, optical based processing. Our own preliminary work has shown that the three imaging techniques X-ray Computed Tomography, Phase Contrast X-ray Computed Tomography and Terahertz Imaging are suitable for providing non-invasive insights into such documents, allow the acquisition of digital imaging information and are capable to re-enable an efficient automated process to digitalize cultural heritage documents.This research project is the first to develop a concrete digitization strategy or method for such documents. This structured evaluation will be based on a quality value that allows statements to be made about the expected result of digitization with one of the mentioned modalities for certain historical materials. From this, the most suitable imaging procedure can be determined. Based on these findings, a guideline for the digitization of fragile documents will be developed to predict the quality, feasibility and possible damage before a scan. In addition, algorithms will be developed that virtually process the generated data and make it readable for the human eye. Three concrete goals will be pursued to carry out the research project. By evaluating the modalities for selected historical materials, the most appropriate procedure for a specific document should then be identified. At the end of the project, a guide will be made available and the possibilities of each modality will be demonstrated by specifying material combinations and relevant parameters. It will be possible to test the variation of the recording parameters and to display exemplary results using the generated database. This also makes it possible to calculate a quality value. The basis for such a guide is the evaluation of the three modalities for relevant materials. For this purpose, realistic test specimen are produced. Both the scan quality and resolution as well as possible damage to the document must be considered. The guide will then be used to identify the most suitable procedure for a specific document. This statement is based on the mentioned quality value, which will also be used to predict the optimal digitization modality and the quality for an unknown document.The evaluation of several modalities as well as the development of algorithms are to be seen as central challenges of the research project. It will be possible to store endangered holdings in a digital format without destroying their structure through manual intervention. In the second funding phase, a multi-modal solution should be investigated in which disadvantages and limitations of individual modalities will be compensated by combining several modalities. -
Verbesserte Dual Energy Bildgebung mittels Maschinellem Lernen
(Third Party Funds Single)
Term: April 1, 2020 - December 31, 2020
Funding source: Europäische Union (EU)The project aims to develop novel and innovative methods to improve visualisation and use of dual energy CT (DECT) images. Compared to conventional single energy CT (SECT) scans, DECT contains a significant amount of additional quantitative information that enables tissue characterization far beyond what is possible with SECT, including material decomposition for quantification and labelling of specific materials within tissues, creation of reconstructions at different predicted energy levels, and quantitative spectral tissue characterization for tissue analysis. However, despite the many potential advantages of DECT, applications remain limited and in specizlized clinical settings. Some reasons are that many applications are specific for the organ under investigation, require additional, manual processing or calibration, and not easily manipulated using standard interactive contrast visualisation windows available in clinical viewing stations. This is a significant disadvantage compared to conventional SECT.
In this project, we propose to develop new strategies to fuse and display the additional DECT information on a single contrast scale such that it can be visualised with the same interactive tools that radiologists are used to in their clinical routine. We will investigate non-linear manifold learning techniques like Laplacian Eigenmaps and the Sammon Mapping. Both allow extension using AI-based techniques like the newly developed user loss that allows to integrate user's opinions using forced choice experiments. This will allow a novel image contrast that will be compatible with interactive window and level functions that are rourintely used by radiologists. Furthermore, we aim at additional developments that will use deep neural networks to approximate the non-linear mapping function and to generate reconstructions that capture and display tissue specific spectral characteristics in a readily and universally useable manner for enhancing diagnostic value.
2019
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ICONOGRAPHICS: Computational Understanding of Iconography and Narration in Visual Cultural Heritage
(FAU Funds)
Term: April 1, 2019 - March 31, 2021The interdisciplinary research project Iconographics is dedicated to innovative possibilities of digital image recognition for the arts and humanities. While computer vision is already often able to identify individual objects or specific artistic styles in images, the project is confronted with the open problem of also opening up the more complex image structures and contexts digitally. On the basis of a close interdisciplinary collaboration between Classical Archaeology, Christian Archaeology, Art History and the Computer Sciences, as well as joint theoretical and methodological reflection, a large number of multi-layered visual works will be analyzed, compared and contextualized. The aim is to make the complex compositional, narrative and semantic structures of these images tangible for computer vision.
Iconography and Narratology are identified as a challenging research questions for all subjects of the project. The iconography will be interpreted in its plot, temporality, and narrative logic. Due to its complex cultural structure; we selected four important scenes:
- The Annunciation of the Lord
- The Adoration of the Magi
- The Baptism of Christ
- Noli me tangere (Do not touch me)
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Improving multi-modal quantitative SPECT with Deep Learning approaches to optimize image reconstruction and extraction of medical information
(Non-FAU Project)
Term: April 1, 2019 - April 30, 2022This project aims to improve multi-modal quantitative SPECT with Deep Learning approaches to optimize image reconstruction and extraction of medical information. Such improvements include noise reduction and artifact removal from data acquired in SPECT.
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Advancing osteoporosis medicine by observing bone microstructure and remodelling using a four-dimensional nanoscope
(Third Party Funds Single)
Term: April 1, 2019 - March 31, 2025
Funding source: European Research Council (ERC)
URL: https://cordis.europa.eu/project/id/810316Due to Europe's ageing society, there has been a dramatic increase in the occurrence of osteoporosis (OP) and related diseases. Sufferers have an impaired quality of life, and there is a considerable cost to society associated with the consequent loss of productivity and injuries. The current understanding of this disease needs to be revolutionized, but study has been hampered by a lack of means to properly characterize bone structure, remodeling dynamics and vascular activity. This project, 4D nanoSCOPE, will develop tools and techniques to permit time-resolved imaging and characterization of bone in three spatial dimensions (both in vitro and in vivo), thereby permitting monitoring of bone remodeling and revolutionizing the understanding of bone morphology and its function.
To advance the field, in vivo high-resolution studies of living bone are essential, but existing techniques are not capable of this. By combining state-of-the art image processing software with innovative 'precision learning' software methods to compensate for artefacts (due e.g. to the subject breathing or twitching), and innovative X-ray microscope hardware which together will greatly speed up image acquisition (aim is a factor of 100), the project will enable in vivo X-ray microscopy studies of small animals (mice) for the first time. The time series of three-dimensional X-ray images will be complemented by correlative microscopy and spectroscopy techniques (with new software) to thoroughly characterize (serial) bone sections ex vivo.
The resulting three-dimensional datasets combining structure, chemical composition, transport velocities and local strength will be used by the PIs and international collaborators to study the dynamics of bone microstructure. This will be the first time that this has been possible in living creatures, enabling an assessment of the effects on bone of age, hormones, inflammation and treatment.
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Advancing osteoporosis medicine by observing bone microstructure and remodelling using a fourdimensional nanoscope
(Third Party Funds Group – Sub project)
Overall project: Advancing osteoporosis medicine by observing bone microstructure and remodelling using a fourdimensional nanoscope
Term: April 1, 2019 - March 31, 2025
Funding source: EU - 8. Rahmenprogramm - Horizon 2020 -
Artificial Intelligence for Reinventing European Healthcare
(Third Party Funds Group – Sub project)
Overall project: Artificial Intelligence for Reinventing European Healthcare
Term: January 1, 2019 - December 31, 2019
Funding source: EU - 8. Rahmenprogramm - Horizon 2020 -
Big Data of the Past for the Future of Europe
(Third Party Funds Group – Sub project)
Overall project: TIME MACHINE : BIG DATA OF THE PAST FOR THE FUTURE OF EUROPE
Term: March 1, 2019 - February 29, 2020
Funding source: EU - 8. Rahmenprogramm - Horizon 2020 -
Deep-Learning basierte Segmentierung und Landmarkendetektion auf Röntgenbildern für unfallchirurgische Eingriffe
(Third Party Funds Single)
Term: since May 6, 2019
Funding source: Siemens AG -
Kombinierte Iterative Rekonstruktion und Bewegungskompensation für die Optische Kohärenz Tomographie-Angiographie
(Third Party Funds Single)
Term: June 1, 2019 - May 31, 2021
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH) -
Kommunikation und Sprache im Reich. Die Nürnberger Briefbücher im 15. Jahrhunddert: Automatische Handschriftenerkennung - historische und sprachwissenschaftliche Analyse
(Third Party Funds Single)
Term: October 1, 2019 - September 30, 2022
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH) -
Kommunikation und Sprache im Reich. Die Nürnberger Briefbücher im 15. Jahrhundert: Automatische Handschriftenerkennung - historische und sprachwissenschaftliche Analyse.
(Third Party Funds Single)
Term: October 1, 2019 - September 30, 2022
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH) -
PPP Brasilien 2019
(Third Party Funds Single)
Term: January 1, 2019 - December 31, 2020
Funding source: Deutscher Akademischer Austauschdienst (DAAD) -
Deep Learning based Noise Reduction for Hearing Aids
(Third Party Funds Single)
Term: February 1, 2019 - January 31, 2023
Funding source: IndustrieReduction of unwanted environmental noises is an important feature of today’s hearing aids, which is why noise reduction is nowadays included in almost every commercially available device. The majority of these algorithms, however, is restricted to the reduction of stationary noises. Due to the large number of different background noises in daily situations, it is hard to heuristically cover the complete solution space of noise reduction schemes. Deep learning-based algorithms pose a possible solution to this dilemma, however, they sometimes lack robustness and applicability in the strict context of hearing aids.
In this project we investigate several deep learning.based methods for noise reduction under the constraints of modern hearing aids. This involves a low latency processing as well as the employing a hearing instrument-grade filter bank. Another important aim is the robustness of the developed methods. Therefore, the methods will be applied to real-world noise signals recorded with hearing instruments. -
Tapping the potential of Earth Observations
(FAU Funds)
Term: April 1, 2019 - March 31, 2022
2018
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Automatic Intraoperative Tracking for Workflow and Dose Monitoring in X-Ray-based Minimally Invasive Surgeries
(Third Party Funds Single)
Term: June 1, 2018 - May 31, 2021
Funding source: Bundesministerium für Bildung und Forschung (BMBF)The goal of this project is the investigation of multimodal methods for the evaluation of interventional workflows in the operation room. This topic will be researched in an international project context with partners in Germany and in Brazil (UNISINOS in Porto Alegre). Methods will be developed to analyze the processes in an OR based on signals from body-worn sensors, cameras and other modalities like X-ray images recorded during the surgeries. For data analysis, techniques from the field of computer vision, machine learning and pattern recognition will be applied. The system will be integrated in a way that body-worn sensors developed by Portabiles as well as angiography systems produced by Siemens Healthcare can be included alongside.
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Automatisiertes Intraoperatives Tracking zur Ablauf- und Dosisüberwachung in RöntgengestütztenMinimalinvasiven Eingriffen
(Third Party Funds Group – Sub project)
Overall project: Automatisiertes Intraoperatives Tracking zur Ablauf- und Dosisüberwachung in RöntgengestütztenMinimalinvasiven Eingriffen
Term: June 1, 2018 - May 31, 2021
Funding source: Bundesministerium für Bildung und Forschung (BMBF) -
Deep Learning Applied to Animal Linguistics
(FAU Funds)
Term: April 1, 2018 - April 1, 2022Deep Learning Applied to Animal Linguistics in particular the analysis of underwater audio recordings of marine animals (killer whales):For marine biologists, the interpretation and understanding of underwater audio recordings is essential. Based on such recordings, possible conclusions about behaviour, communication and social interactions of marine animals can be made. Despite a large number of biological studies on the subject of orca vocalizations, it is still difficult to recognize a structure or semantic/syntactic significance of orca signals in order to be able to derive any language and/or behavioral patterns. Due to a lack of techniques and computational tools, hundreds of hours of underwater recordings are still manually verified by marine biologists in order to detect potential orca vocalizations. In a post process these identified orca signals are analyzed and categorized. One of the main goals is to provide a robust and automatic method which is able to automatically detect orca calls within underwater audio recordings. A robust detection of orca signals is the baseline for any further and deeper analysis. Call type identification and classification based on pre-segmented signals can be used in order to derive semantic and syntactic patterns. In connection with the associated situational video recordings and behaviour descriptions (provided by several researchers on site) can provide potential information about communication (kind of a language model) and behaviors (e.g. hunting, socializing). Furthermore, orca signal detection can be used in conjunction with a localization software in order to provide researchers on the field with a more efficient way of searching the animals as well as individual recognition.
For more information about the DeepAL project please contact christian.bergler@fau.de.
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Analysis of Defects on Solar Power Cells
(Third Party Funds Group – Sub project)
Overall project: iPV 4.0: Intelligente vernetzte Produktion mittels Prozessrückkopplung entlang des Produktlebenszyklus von Solarmodulen
Term: August 1, 2018 - July 31, 2021
Funding source: Bundesministerium für Wirtschaft und Technologie (BMWi)Over the last decade, a large number of solar power plants have been installed in Germany. To ensure a high performance, it is necessary to detect defects early. Therefore, it is required to control the quality of the solar cells during the production process, as well as to monitor the installed modules. Since manual inspections are expensive, a large degree of automation is required.
This project aims to develop a new approach to automatically detect and classify defects on solar power cells and to estimate their impact on the performance. Further, big data methods will be applied to identify circumstances that increase the probability of a cell to become defect. As a result, it will be possible to reject cells in the production that have a high likelihood to become defect. -
Digitalization in clinical settings using graph databases
(Non-FAU Project)
Term: since October 1, 2018
Funding source: Bayerisches Staatsministerium für Wirtschaft, Landesentwicklung und Energie (StMWi) (seit 2018)In clinical settings, different data is stored in different systems. These data are very heterogeneous, but still highly interconnected. Graph databases are a good fit for this kind of data: they contain heterogeneous "data nodes" which can be connected to each other. The basic question is now if and how clinical data can be used in a graph database, most importantly how clinical staff can profit from this approach. Possible scenarios are a graphical user interface for clinical staff for easier access to required information or an interface for evaluation and analysis to answer more complex questions. (e.g., "Were there similar patients to this patient? How were they treated?")
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Entwicklung eines Modellrepositoriums und einer Automatischen Schriftarterkennung für OCR-D
(Third Party Funds Single)
Term: July 1, 2018 - December 31, 2019
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH) -
Critical Catalogue of Luther Portraits (1519-1530)
(Third Party Funds Group – Overall project)
Term: June 1, 2018 - May 31, 2021
Funding source: andere Förderorganisation
URL: https://www.gnm.de/forschung/projekte/luther-bildnisse/Quite a number of portraits of Martin Luther - known as media star of 16th century – can be found in today’s museums and libraries. However, how many portraits indeed exist and which of those are contemporary or actually date from a later period? So far unlike his works, however, the variety of contemporary portraits (painting and print) is neither completely collected nor critically analyzed. Thus, a joint project of the FAU, the Germanisches Nationalmuseum (GNM) in Nuremberg and the Technology Arts Sciences (TH Köln) was initiated. Goal of the interdisciplinary project covering art history, art technology, reformation history and computer science is the creation of a critical catalogue of Luther portraits (1519-1530). In particular, the issues of authenticity, dating of artworks and its historical usage context as well as the potential existence of serial production processes will be investigated.
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Laboranalyse von Degradationsmechanismen unter beschleunigter Alterung und Entwicklung geeigneter feldtauglicher bildgebender Detektionsverfahren und Entwicklung und Evaluation eines Algorithmus zur Fehlerdetektion und Prognostizierung der Ausfallwahrscheinlichkeit
(Third Party Funds Group – Overall project)
Term: August 1, 2018 - July 31, 2021
Funding source: Bundesministerium für Wirtschaft und Technologie (BMWi) -
Medical Image Processing for Interventional Applications
(Third Party Funds Single)
Term: January 1, 2018 - December 31, 2018
Funding source: Virtuelle Hochschule Bayern -
Moderner Zugang zu historischen Quellen
(Third Party Funds Group – Sub project)
Overall project: Moderner Zugang zu historischen Quellen
Term: March 1, 2018 - February 28, 2021
Funding source: andere Förderorganisation -
Radiologische und Genomische Datenanalyse zur Verbesserung der Brustkrebstherapie
(Third Party Funds Single)
Term: January 1, 2018 - December 31, 2019
Funding source: Bundesministerium für Bildung und Forschung (BMBF) -
Similarity learning for art analysis
(Third Party Funds Group – Sub project)
Overall project: Critical Catalogue of Luther Portraits (1519-1530)
Term: June 1, 2018 - February 28, 2021
Funding source: andere Förderorganisation
URL: https://www.gnm.de/forschung/forschungsprojekte/luther-bildnisse/The analysis of the similarity of portraits is an important issue for many sciences such as art history or digital humanities, as for instance it might give hints concerning serial production processes, authenticity or temporal and contextual classification of the artworks.
In the project, first algorithms will be developed for cross-genre and multi-modal registration of portraits to overlay digitized paintings and prints as well as paintings acquired with different imaging systems such as visual light photography and infrared reflectography. Then, methods will be developed to objectively analyze the portraits according to their similarity.
This project is part of a joint project of the FAU, the Germanisches Nationalmuseum (GNM) in Nuremberg and the Technology Arts Sciences (TH Köln) in Cologne. Goal of the interdisciplinary project covering art history, art technology, reformation history and computer science is the creation of a critical catalogue of Luther portraits (1519-1530).
2017
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3-D Multi-Contrast CINE Cardiac Magnetic Resonance Imaging
(Non-FAU Project)
Term: October 1, 2017 - September 30, 2020 -
Deep Learning for Multi-modal Cardiac MR Image Analysis and Quantification
(Third Party Funds Single)
Term: January 1, 2017 - May 1, 2020
Funding source: Deutscher Akademischer Austauschdienst (DAAD)Cardiovascular diseases (CVDs) and other cardiac pathologies are the leading cause of death in Europe and the USA. Timely diagnosis and post-treatment follow-ups are imperative for improving survival rates and delivering high-quality patient care. These steps rely heavily on numerous cardiac imaging modalities, which include CT (computerized tomography), coronary angiography and cardiac MRI. Cardiac MRI is a non-invasive imaging modality used to detect and monitor cardiovascular diseases. Consequently, quantitative assessment and analysis of cardiac images is vital for diagnosis and devising suitable treatments. The reliability of quantitative metrics that characterize cardiac functions such as, myocardial deformation and ventricular ejection fraction, depends heavily on the precision of the heart chamber segmentation and quantification. In this project, we aim to investigate deep learning methods to improve the diagnosis and prognosis for CVDs,
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Development of multi-modal, multi-scale imaging framework for the early diagnosis of breast cancer
(FAU Funds)
Term: March 1, 2017 - June 30, 2020Breast cancer is the leading cause of cancer related deaths in women, the second most common cancer worldwide. The development and progression of breast cancer is a dynamic biological and evolutionary process. It involves a composite organ system, with transcriptome shaped by gene aberrations, epigenetic changes, the cellular biological context, and environmental influences. Breast cancer growth and response to treatment has a number of characteristics that are specific to the individual patient, for example the response of the immune system and the interaction with the neighboring tissue. The overall complexity of breast cancer is the main cause for the current, unsatisfying understanding of its development and the patient’s therapy response. Although recent precision medicine approaches, including genomic characterization and immunotherapies, have shown clear improvements with regard to prognosis, the right treatment of this disease remains a serious challenge. The vision of the BIG-THERA team is to improve individualized breast cancer diagnostics and therapy, with the ultimate goal of extending the life expectancy of breast cancer sufferers. Our primary contribution in this regard is developing a multi-modal, multi-scale framework for the early diagnosis of the molecular sub-types of breast cancer, in a manner that supplements the clinical diagnostic workflow and enables the early identification of patients compatible with specific immunotherapeutic solutions.
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Digital Pathology - New Approaches to the Automated Image Analysis of Histologic Slides
(Own Funds)
Term: since January 16, 2017The pathologist is still the gold standard in the diagnosis of diseases in tissue slides. Due to its human nature, the pathologist is on one side able to flexibly adapt to the high morphological and technical variability of histologic slides but of limited objectivity due to cognitive and visual traps.
In diverse project we are applying and validating currently available tools and solutions in digital pathology but are also developing new solution in automated image analysis to complement and improve the pathologist especially in areas of quantitative image analysis.
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Integrative 'Big Data Modeling' for the development of novel therapeutic approaches for breast cancer
(FAU Funds)
Term: January 1, 2017 - June 30, 2020Brustkrebs ist die häufigste Ursache für den Krebstod bei Frauen, die zweithäufigste Krebsart weltweit und die fünfthäufigste Ursache für krebsbedingte Todesfälle. Die Entwicklung und der Fortschritt von Brustkrebs ist ein dynamischer biologischer und evolutionärer Prozess. Es handelt sich um ein komplexes Organsystem, dessen Transkriptom durch Genaberrationen, epigenetische Veränderungen, dem zellulären biologischen Kontext und Umwelteinflüsse geprägt ist. Das Wachstum von Brustkrebs und die Reaktion auf die Behandlung hat eine Reihe von Eigenschaften, die für den einzelnen Patienten spezifisch sind, zum Beispiel die Reaktion des Immunsystems und die Interaktion mit dem benachbarten Gewebe. Die Gesamtkomplexität des Brustkrebses ist die Hauptursache für das aktuelle, unbefriedigende Verständnis seiner Entwicklung und des Therapieansprechens des Patienten. Obwohl die jüngsten präzisionsmedizinischen Ansätze, einschließlich genomischer Charakterisierung und Immuntherapien, deutliche Verbesserungen in der Prognose gezeigt haben, bleibt die richtige Behandlung dieser Krankheit eine große Herausforderung. Die Vision des BIG-THERA-Teams ist es, die individuelle Diagnose und Therapie von Brustkrebs zu verbessern, mit dem Ziel, die Lebenserwartung dieser Patienten zu verlängern.
Folgende Ziele hat sich das BIG-THERA-Team gesetzt:
- die Verfahren zur nicht-invasiven Früherkennung und Therapieverfolgung auf der Grundlage der Magnetresonanztomographie (MRT) zu verbessern
- das Zusammenspiel zwischen dem Immunsystem und dem Krebswachstum zur Trennung immunologisch unterschiedlicher Brustkrebs-Subtypen für das Immuntherapie-Design aufzuklären
- neue Strategien für die Immunphänotypisierung von Tumoren mit nanomedizinischen Techniken zu entwickeln
- ethische Herausforderungen im Zusammenhang mit den neuen Fortschritten in der Brustkrebsforschung zu lösen
- therapeutische Entscheidungen unter Verwendung von Big-Data Datensätzen und Informationen aus in vitro, in vivo und in silico OMICs Studien, Bildgebung und Modellierung basieren, zu optimieren.
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Joint Iterative Reconstruction and Motion Compensation for Optical Coherence Tomography Angiography
(Third Party Funds Single)
Term: August 1, 2017 - July 31, 2019
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)Optical coherence tomography (OCT) is a non-invasive 3-D optical imagingmodality that is a standard of care in ophthalmology [1,2]. Since the introduction of Fourier-domain OCT [3], dramatic increases in imaging speedbecame possible, enabling 3-D volumetric data to be acquired. Typically, aregion of the retina is scanned line by line, where each scanned lineacquires a cross-sectional image or a B-scan. Since B-scans are acquiredin milliseconds, slices extracted along a scan line, or the fast scanaxis, are barely affected by motion. In contrast, slices extractedorthogonally to scan lines, i. e. in slow scan direction, areaffected by various types of eye motion occurring throughout the full,multi-second volume acquisition time. The most relevant types of eyemovements during acquisition are (micro-)saccades, which can introducediscontinuities or gaps between B-scans, and slow drifts, which causesmall, slowly changing distortion [4]. Additional eye motion is caused by pulsatile blood flow,respiration and head motion. Despite ongoing advances in instrumentscanning speed [5,6] typical volume acquisition times havenot decreased. Instead, the additional scanning speed is used for densevolumetric scanning or wider fields of view [7]. OCT angiography (OCTA) [8–11] multiplies therequired number of scans by at least two, and even more scans are neededto accommodate recent developments in blood flow speed estimation whichare based on multiple interscan times [12,13]. As a consequence,there is an ongoing need for improvement in motion compensation especiallyin pathology [14–16].
We develop novel methods for retrospective motion correction of OCT volume scans of the anterior and posterior eye, and widefield imaging. Our algorithms are clinically usable due to their suitability for patients with limited fixation capabilities and increased amount of motion, due to their fast processing speed, and their high accuracy, both in terms of alignment and motion correction. By merging multiple accurately aligned scans, image quality can be increased substantially, enabling the inspection of novel features.
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Verbesserte Charakterisierung des Versagensverhaltens von Blechwerkstoffen durch den Einsatz von Mustererkennungsmethoden
(Third Party Funds Single)
Term: April 1, 2017 - March 31, 2019
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)
2016
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Intraoperative brain shift compensation and point-based vascular registration
(Non-FAU Project)
Term: May 1, 2016 - October 31, 2019 -
CODE
(Third Party Funds Single)
Term: December 1, 2016 - November 30, 2017
Funding source: Industrie -
Computer-based motive assessment
(Own Funds)
Term: since January 1, 2016The standard method of measuring motives -- coding imaginative stories for motivational themes -- places a heavy burden on researchers in terms of the time and the personnel invested in this task. We collaborate with colleagues from lingusitics and computer science on the development of computer-based, automated procedures for assessing implicit motivational needs in written text. To this purpose, we use standard psycholinguistic procedures such as the Lingusitic Inquiry and Word Count software as well as sophisticated pattern recognition approaches.
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Digital, Semantic and Physical Analysis of Media Integrity
(Third Party Funds Single)
Term: May 24, 2016 - May 23, 2017
Funding source: Industrie -
Iterative Rekonstruktionsmethoden mit Fokus auf abdominelle MR-Bildgebung
(Third Party Funds Single)
Term: December 1, 2016 - April 30, 2017
Funding source: Siemens AG -
Medical Image Processing for Diagnostic Applications
(Third Party Funds Single)
Term: June 1, 2016 - May 31, 2017
Funding source: Virtuelle Hochschule Bayern -
Modelbasierte Röntgenbildgebung
(Third Party Funds Single)
Term: February 1, 2016 - January 31, 2019
Funding source: Siemens AG -
Nichtrigide Registrierung von 3D DSA mit präoperativen Volumendaten, um intraoperativen Brainshift bei offender Schädel-OP zu korrigieren
(Third Party Funds Single)
Term: June 1, 2016 - May 31, 2019
Funding source: Siemens AG -
Nutzung von Rohdaten-Redundanzen in der Kegelstrahl-CT
(Third Party Funds Single)
Term: May 1, 2016 - April 30, 2019
Funding source: Siemens AG -
Predicitve Prevention and personalized Interventional Stroke Therapy
(Third Party Funds Group – Sub project)
Overall project: Predicitve Prevention and personalized Interventional Stroke Therapy
Term: January 1, 2016 - December 31, 2018
Funding source: EU - 8. Rahmenprogramm - Horizon 2020 -
Quantifizierung der Fett-Säuren-Zusammensetzung in der Leber sowie Optimierung der zugehörigen Akquisitions- und Rekonstruktionstechniken
(Third Party Funds Single)
Term: June 15, 2016 - June 14, 2019
Funding source: Siemens AG -
Quantitative diagnostic dual energy CT with atlas-based prior knowledge
(Third Party Funds Single)
Term: January 1, 2016 - May 31, 2019
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)During the last decade, dual energy CT (DECT) became widely available in clinical routine. Offered by all major CT manufacturers, with differing hard- and software concepts, the DECT applications are alike: the acquired DECT data are used to conduct two- or multi material decompositions, e.g. to separate iodine and bone from soft tissue or to quantify contrast agent and fat, to classify or characterize tissue, or to increase contrasts (CNR maximization), or to suppress contrasts (artifact reduction). The applications are designed to work with certain organs and the user needs to take care to invoke the correct application and to interpret its output only in the appropriate organ or anatomical region. E.g. interpreting the output of a kidney stone applications in organs other than the kidney will yield a wrong classification. To obtain quantitative results the applications require to set patient-specific parameters. In order to calibrate those the user is asked to place ROIs in predefined anatomical regions. Since this is time-consuming users are often tempted to use the default settings instead of optimizing them. Here, we want to develop a DECT atlas to utilize its anatomical (and functional) information for con-text-sensitive DECT imaging and material decomposition, and to be able to automatically calibrate the open parameters without the need of user interaction. To improve quantification the initial images shall not be reconstructed separately but rather undergo a rawdata-based decomposition before being converted into image domain. A dedicated user interface shall be developed to provide the new context-sensitive DECT information - such as automatically decomposing each organ into different but reasonable basis materials, for example - and to display it to the reader in a convenient way. Similarly, user-placed ROIs shall trigger a context-sensitive statistical evaluation of the ROI's contents and provide it to the user. This will help to quantify the iodine uptake in a tumor or a lesion, to separate it from fat or calcium components, to estimate its blood supply etc. Since the DECT data display the contrast uptake just for a given instance in time and since this contrast depends on patient-specific factors such as the cardiac output, we are planning to normalize the contrast uptake with the help of the dual energy information contained in the atlas. This will minimize inter and intra patient effects and increase the reproducibility. In addition, organ-specific material scores shall be developed that quantify a patient's material composition on an organ by organ basis. The new methods (DECT atlas, material decomposition, ...) shall be tested and evaluated using phantom and patient studies, and shall be optimized accordingly.
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Studie zum Thema "Defektspalten/Defektreihen"
(Third Party Funds Single)
Term: August 1, 2016 - January 31, 2017
Funding source: Industrie -
Weiterentwicklung in der interferometrischen Röntgenbildgebung
(Third Party Funds Single)
Term: July 1, 2016 - June 30, 2019
Funding source: Siemens AG -
Workshop "Mobile eye imaging and remote diagnosis based on the captured image"
(Third Party Funds Single)
Term: October 10, 2016 - October 14, 2016
Funding source: Industrie -
Zusammenarbeit auf dem Gebiet der 3D-Modellierung von Koronararterien
(Third Party Funds Single)
Term: June 13, 2016 - December 31, 2017
Funding source: Siemens AG -
Zusammenarbeit auf dem Gebiet der Navigationsunterstützung in röhrenförmigen Strukturen
(Third Party Funds Single)
Term: June 1, 2016 - May 31, 2019
Funding source: Siemens AG
2015
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Auto ASPECTS
(Third Party Funds Single)
Term: December 1, 2015 - May 31, 2016
Funding source: Industrie -
Bildverbesserung der 4D DSA und Flußquantifizierung mittels 4D DSA
(Third Party Funds Single)
Term: June 15, 2015 - June 14, 2017
Funding source: Siemens AG -
Helical 3-D X-ray Dark-field Imaging
(Third Party Funds Single)
Term: April 1, 2015 - March 31, 2019
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)The dark-field signal of an X-ray phase-contrast system captures the small-angle scattering of microscopic structures. It is acquired using Talbot-Lau interferometer, and a conventional X-ray source and a conventional X-ray detector. Interestingly, the measured intensity of the dark-field signal depends on the orientation of the microstructure. Using algorithms from tomographic image reconstruction, it is possible to recover these structure orientations. The size of the imaged structures can be considerably smaller than the resolution of the used X-ray detector. Hence, it is possible to investigate structural properties of - for example - bones or soft tissue at an unprecedented level of detail.Existing methods for 3-D dark-field reconstruction require sampling in all three spatial dimensions. For practical use, this procedure is infeasible.The goal of the proposed project is to develop a system and a method for 3-D reconstruction of structure orientations based on measurements from a practical imaging trajectory. To this end, we propose to use a helical trajectory, a concept that has been applied in conventional CT imaging with tremendous success. As a result, it will be possible for the first time to compute dark-field volumes from a practically feasible, continuous imaging trajectory. The trajectory does not require multiple rotations of the object or the patient and avoids unnecessarily long path lengths.The project will be conducted in cooperation between the experimental physics and the computer science department. The project is composed of six parts:- A: Development of a 3-D cone-beam scattering projection model- B: Development of reconstruction algorithms for a helical dark-field imaging system- C: Evaluation and optimization of the reconstruction methods towards clinical applications- D: Design of an experimental helical imaging system- E: Setup of the helical imaging system- F: Evaluation and optimization of the system performanceParts A to C will be performed by the computer science department. Parts D to E will be conducted by the experimental physics department. -
Endovaskuläre Versorgung von Aortenaneurysmen
(Third Party Funds Single)
Term: December 1, 2015 - November 30, 2018
Funding source: Industrie -
Feature-basierte Bildregistrierung für interventionelle Anwendungen
(Third Party Funds Single)
Term: July 1, 2015 - June 30, 2018
Funding source: Siemens AG -
Forschungskostenzuschuss Dr. Huang, Xiaolin
(Third Party Funds Single)
Term: June 1, 2015 - May 31, 2017
Funding source: Alexander von Humboldt-Stiftung -
Kalibrierung von Time-of-Flight Kameras
(Third Party Funds Single)
Term: October 1, 2015 - March 31, 2017
Funding source: Stiftungen -
Consistency Conditions for Artifact Reduction in Cone-beam CT
(Third Party Funds Single)
Term: since January 1, 2015
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)Tomographic reconstruction is the enabling technology for a wide range of transmission-based 3D imaging modalities, most notably X-ray Computed Tomography (CT). The first CT scanners built in the 70ies used parallel geometries. In order to speed up acquisition, the systems soon moved to fan-beam geometries and a much faster rotation speed. Today´s CT systems rotate four times per second and use a cone-beam geometry. This is fast enough to cover even complex organ motion such as the beating heart. However, there exists a large class of specialized CT systems that are not able to perform such fast scans. Systems using a flat-panel detector, as they are employed in C-arm angiography systems, on-board imaging systems in radiation therapy, or mobile C-arm systems, face mechanical challenges as they were mainly built to perform 2D imaging. About 15 years ago flat-detector scanners have been enabled to acquire three dimensional data. 3D imaging on these systems, however, is challenging due to their slower acquisition speed between five seconds and one minute and a small field-of-view (FOV) with a diameter of 25 to 40 cm. These drawbacks are related to the scanners´ design as highly specialized modalities. In contrast to other disadvantages of flat panel detectors like increased X-ray scattering and limited dynamic range, they will not be remedied by hardware evolution in the foreseeable future, e.g. faster motion is impossible because of the risk of collisions in the operation room. As a result, Flat-Detector Computed Tomography (FDCT) will continue to be more susceptible to artifacts in the reconstructed image due to motion and truncation. The goal of this project is to extend existing data consistency conditions, which can be practically used for FDCT to remedy intrinsic weaknesses of FDCT imaging, most importantly motion and truncation. Our goal is the practical applicability on clinical data. Thus, the new algorithms will be tested on physical phantom and patient data acquired on real FDCT scanners of our project partners. Our long-term vision behind this project is to find a concise and complete formulation for all redundancies within FDCT projection data for general trajectories and fully exploit them in the reconstruction process. Redundancies are inherent to every FDCT scan done in today´s clinical practice, but they are ignored entirely as a source of information. Data consistency conditions do not require any additional effort during the acquisitions and only little prior knowledge such as the object extent or even no assumptions about the underlying object, unlike for example total variation regularization in iterative reconstruction. Hence, they rely solely on information which is naturally present in the data. -
Kontrast- und katheterbasierte 3D-/2D-Registrierung
(Third Party Funds Single)
Term: January 1, 2015 - September 30, 2015
Funding source: Siemens AG -
Segmentierung von MR-Daten in der Herzbildgebung zur Verwendung bei Interventionen an Angiographiegeräten
(Third Party Funds Single)
Term: October 1, 2015 - September 30, 2018
Funding source: Siemens AG -
Verbesserung Freiraumerkennung/fusion im Grid: Odometrie aus Umgebungssensoren
(Third Party Funds Single)
Term: June 12, 2015 - May 31, 2016
Funding source: Industrie -
Weight-Bearing Image of the Knee Using A-Arm CT
(Third Party Funds Single)
Term: April 1, 2015 - February 28, 2019
Funding source: National Institutes of Health (NIH)
2014
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4D Herzbildgebung
(Third Party Funds Single)
Term: February 1, 2014 - January 31, 2018
Funding source: Siemens AG -
Automatic classification and image analysis of confocal laser endomicroscopy images
(Own Funds)
Term: since October 1, 2014The goal of this project is to detect cancerous tissue in confocal lasermicroendoscopy (CLE) images of the oral cavity and the vocal cord. The current treatment of these diseases is a histological analysis of specimen and a surgical resection, which has a rather high long-term survival rate, or radiation therapy with a lower survival rate. An early detection of cancerous tissue could lead to a lowered complication rate for further treatment, as well as a better overall prognosis for patients. Further, an in-vivo diagnosis during operation could narrow down the area for the necessary surgical excision, which is especially beneficial for cancer of the vocal cords.
For this reason, we are applying methods of pattern recognition to facilitate and support diagnosis. We were able to show that these can be applied with high accuracies on CLE images.
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Magnetresonanz am Herzen
(Third Party Funds Single)
Term: March 1, 2014 - June 30, 2017
Funding source: Siemens AG
2013
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Bewegungskompensation für Überlagerungen in der interventionellen C-Bogen Bildgebung
(Third Party Funds Single)
Term: June 1, 2013 - November 30, 2016
Funding source: Siemens AG
2012
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RTG 1773: Heterogeneous Image Systems, Project C1
(Third Party Funds Group – Sub project)
Overall project: GRK 1773: Heterogene Bildsysteme
Term: October 1, 2012 - March 31, 2017
Funding source: DFG / Graduiertenkolleg (GRK)Especially in aging populations, Osteoarthritis (OA) is one of the leading causes for disability and functional decline of the body. Yet, the causes and progression of OA, particularly in the early stages, remain poorly understood. Current OA imaging measures require long scan times and are logistically challenging. Furthermore they are often insensitive to early changes of the tissue.The overarching goal of this project is the development of a novel computed tomography imaging system allowing for an analysis of the knee cartilage and menisci under weight-bearing conditions. The articular cartilage deformation under different weight-bearing conditions reveals information about abnormal motion patterns, which can be an early indicator for arthritis. This can help to detect the medical condition at an early stage.
To allow for a scan in standing or squatting position, we opted for a C-arm CT device that can be almost arbitrarily positioned in space. The standard application area for C-arm CT is in the interventional suite, where it usually acquires images using a vertical trajectory around the patient. For the recording of the knees in this project, a horizontal trajectory has been developed.
Scanning in standing or squatting position makes an analysis of the knee joint under weight-bearing conditions possible. However, it will also lead to involuntary motion of the knees during the scan. The motion will result in artifacts in the reconstruction that reduce the diagnostic image quality. Therefore, the goal of this project is to estimate the patient motion during the scan to reduce these artifacts. One approach is to compute the motion field of the knee using surface cameras and use the result for motion correction. Another possible approach is the design and evaluation of a biomechanical model of the knee using inertial sensors to compensate for movement.
After the correction of the motion artifacts, the reconstructed volume is used for the segmentation and quantitative analysis of the knee joint tissue. This will give information about the risk or the progression of an arthrosis disease.
2010
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Automatische Analyse von Lautbildungsstörungen bei Kindern und Jugendlichen mit Lippen-Kiefer-Gaumenspalten (LKG)
(Third Party Funds Single)
Term: April 1, 2010 - March 31, 2013
Funding source: DFG-Einzelförderung / Sachbeihilfe (EIN-SBH)Zur Bewertung von Sprechstörungen von Patienten mit Lippen-Kiefer-Gaumenspalten fehlen bisher objektive, validierte und einfache Verfahren. Im klinischen Alltag werden Lautbildungsstörungen bisher üblicherweise durch eine subjektive, auditive Bewertung erfasst. Diese ist für die klinische und v.a. wissenschaftliche Nutzung nur bedingt geeignet. Die automatische Sprachanalyse, wie sie für Spracherkennungssysteme genutzt wird, hat sich bereits bei Stimmstörungen als objektive Methode der globalen Bewertung erwiesen, nämlich zur Quantifizierung der Verständlichkeit. Dies ließ sich in Vorarbeiten auch auf Sprachaufnahmen von Kindern mit Lippen-Kiefer-Gaumenspalten übertragen. In dem vorliegenden Projekt wird ein Verfahren zur automatischen Unterscheidung und Quantifizierung verschiedener typischer Lautbildungsstörung wie Hypernasalität, Verlagerung der Artikulation und Veränderung der Artikulationsspannung bei Kindern und Jugendlichen mit Lippen-Kiefer-Gaumenspalten entwickelt und validiert. Dies stellt die Basis für die Ermittlung ihres Einflusses auf die Verständlichkeit sowie zur Erfassung der Ergebnisqualität verschiedener therapeutischer Konzepte dar.
Publications
2025
Journal Articles
- Lee W., Wagner F., Galdran A., Shi Y., Xia W., Wang G., Mou X., Ahamed MA., Imran AAZ., Oh JE., Kim K., Baek JT., Lee D., Hong B., Tempelman P., Lyu D., Kuiper A., van Blokland L., Calisto MB., Hsieh S., Han M., Baek J., Maier A., Wang A., Gold GE., Choi JH.:
Low-dose computed tomography perceptual image quality assessment
In: Medical Image Analysis 99 (2025), Article No.: 103343
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103343
BibTeX: Download
Conference Contributions
- Öttl M., Wilm F., Steenpaß J., Qiu J., Rübner M., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Kainz B., Breininger K.:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation
18th European Conference on Computer Vision, ECCV 2024 (Milan, September 29, 2024 - October 4, 2024)
In: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
DOI: 10.1007/978-3-031-73226-3_14
BibTeX: Download
Unpublished Publications
- Bhandary Panambur A., Bhat S., Yu H., Madhu P., Bayer S., Maier A.:
Attention-Guided Erasing for Enhanced Transfer Learning in Breast Abnormality Classification
(2025)
DOI: 10.21203/rs.3.rs-4305449/v1
BibTeX: Download - Öttl M., Mei S., Wilm F., Steenpaß J., Rübner M., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Analysing Diffusion Segmentation for Medical Images
(2025)
DOI: 10.48550/arXiv.2403.14440
BibTeX: Download - Bhandary Panambur A., Madhu P., Maier A.:
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning
(2025)
DOI: 10.48550/arXiv.2301.09282
BibTeX: Download - Sun Y., Huang Y., Schneider LS., Thies M., Gu M., Mei S., Bayer S., Maier A.:
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction
(2025)
DOI: 10.48550/arXiv.2403.10695
BibTeX: Download
2024
Journal Articles
- Tayebi Arasteh S., Arias-Vergara T., Perez Toro PA., Weise T., Packhäuser K., Schuster M., Nöth E., Maier A., Yang SH.:
Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech
In: Communications Medicine 4 (2024), Article No.: 182
ISSN: 2730-664X
DOI: 10.1038/s43856-024-00609-5
BibTeX: Download - Zeiser FA., da Costa CA., de Oliveira Ramos G., Maier A., da Rosa Righi R.:
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions
In: Expert Systems With Applications 255 (2024), Article No.: 124644
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124644
BibTeX: Download - Pfaff L., Darwish O., Wagner F., Thies M., Vysotskaya N., Hoßbach J., Weiland E., Benkert T., Eichner C., Nickel D., Wuerfl T., Maier A.:
Enhancing diffusion-weighted prostate MRI through self-supervised denoising and evaluation
In: Scientific Reports 14 (2024), Article No.: 24292
ISSN: 2045-2322
DOI: 10.1038/s41598-024-75007-x
BibTeX: Download - Schottenhamml J., Würfl T., Ploner S., Husvogt L., Lämmer R., Hohberger B., Maier A., Mardin CY.:
Glaucoma detection using non-perfused areas in OCTA
In: Scientific Reports 14 (2024), Article No.: 10306
ISSN: 2045-2322
DOI: 10.1038/s41598-024-60839-4
BibTeX: Download - Martín Vicario C., Rodriguez Salas D., Maier A., Hock S., Kuramatsu J., Kallmünzer B., Thamm F., Taubmann O., Ditt H., Schwab S., Dörfler A., Mühlen I.:
Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy
In: Scientific Reports 14 (2024), Article No.: 5544
ISSN: 2045-2322
DOI: 10.1038/s41598-024-55761-8
BibTeX: Download - Maul N., Birkhold A., Wagner F., Thies M., Rohleder M., Berg P., Kowarschik M., Maier A.:
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction
In: Computers in Biology and Medicine 182 (2024), Article No.: 109178
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2024.109178
BibTeX: Download - Kulyabin M., Kremers J., Holbach V., Maier A., Huchzermeyer C.:
Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms
In: Scientific Reports 14 (2024), p. 24853
ISSN: 2045-2322
DOI: 10.1038/s41598-024-76943-4
BibTeX: Download - Rivera Monroy L., Rist L., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03277-x
BibTeX: Download - Thies M., Wagner F., Maul N., Yu H., Goldmann M., Schneider LS., Gu M., Mei S., Folle L., Preuhs A., Manhart M., Maier A.:
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT
In: IEEE Transactions on Medical Imaging (2024), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2024.3474250
BibTeX: Download - Kulyabin M., Zhdanov A., Pershin A., Sokolov G., Nikiforova A., Ronkin M., Borisov V., Maier A.:
Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers
In: Bioengineering (2024), p. 13
ISSN: 2306-5354
DOI: 10.3390/bioengineering11090940
BibTeX: Download - Husvogt L., Yaghy A., Camacho A., Lam K., Schottenhamml J., Ploner S., Fujimoto JG., Waheed NK., Maier A.:
Ensembling U-Nets for microaneurysm segmentation in optical coherence tomography angiography in patients with diabetic retinopathy
In: Scientific Reports 14 (2024), Article No.: 21520
ISSN: 2045-2322
DOI: 10.1038/s41598-024-72375-2
URL: https://rdcu.be/dT0FK
BibTeX: Download - Schottenhamml J., Würfl T., Ploner S., Husvogt L., Lämmer R., Hohberger B., Maier A., Mardin CY.:
Impact of acquisition area on deep-learning-based glaucoma detection in different plexuses in OCTA
In: Scientific Reports 14 (2024), Article No.: 20414
ISSN: 2045-2322
DOI: 10.1038/s41598-024-71235-3
BibTeX: Download - Albasu FB., Kulyabin M., Zhdanov A., Dolganov A., Ronkin M., Borisov V., Dorosinsky L., Constable P., Al-masni M., Maier A.:
Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques
In: Bioengineering 11 (2024), Article No.: 866
ISSN: 2306-5354
DOI: 10.3390/bioengineering11090866
BibTeX: Download - Schilling A., Gerum R., Böhm C., Rasheed J., Metzner C., Maier A., Reindl C., Hamer H., Krauß P.:
Deep learning based decoding of single local field potential events
In: NeuroImage 297 (2024), Article No.: 120696
ISSN: 1053-8119
DOI: 10.1016/j.neuroimage.2024.120696
BibTeX: Download - Won J., Takahashi H., Ploner S., Karbole W., Abu-Qamar O., Yaghy A., Marmalidou A., Kaiser S., Hwang Y., Lin J., Witkin A., Desai S., Baumal CR., Maier A., Curcio CA., Waheed NK., Fujimoto JG.:
Topographic Measurement of the Subretinal Pigment Epithelium Space in Normal Aging and Age-Related Macular Degeneration Using High-Resolution OCT
In: Investigative Ophthalmology & Visual Science 65 (2024), Article No.: 18
ISSN: 0146-0404
DOI: 10.1167/iovs.65.10.18
BibTeX: Download - Huang Y., Bert C., Gomaa A., Fietkau R., Maier A., Putz F.:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration
In: IEEE Access (2024), p. 1-16
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3431885
BibTeX: Download - Ravi A., Bernhardt P., Hoffmann M., Obler R., Nguyen C., Berting A., Chapot R., Maier A.:
Optimizing neurointerventional procedures: an algorithm for embolization coil detection and automated collimation to enable dose reduction
In: Journal of Medical Imaging 11 (2024), Article No.: 044003
ISSN: 2329-4310
DOI: 10.1117/1.JMI.11.4.044003
BibTeX: Download - Kulyabin M., Zhdanov A., Maier A., Loh L., Estevez JJ., Constable P.:
Generating Synthetic Light-Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under-Represented Populations
In: Journal of Ophthalmology (2024), Article No.: 1990419
ISSN: 2090-004X
DOI: 10.1155/2024/1990419
URL: https://onlinelibrary.wiley.com/doi/10.1155/2024/1990419
BibTeX: Download - Schneider LS., Krauß P., Schiering N., Syben C., Schielein R., Maier A.:
Data-driven modeling in metrology - A short introduction, current developments and future perspectives
In: Technisches Messen 91 (2024), p. 480-503
ISSN: 0171-8096
DOI: 10.1515/teme-2024-0004
BibTeX: Download - Zinnen M., Madhu P., Leemans I., Bell P., Hussian A., Tran TMH., Hürriyetoğlu A., Maier A., Christlein V.:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
In: Expert Systems With Applications 255, Part B (2024), Article No.: 124576
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124576
BibTeX: Download - Yu H., Liu C., Thies M., Wagner F., Wang A., Zhang G., Huang Y., Liu F., Maier A.:
Reducing penumbral blur in computed tomography by learning the inverse finite focal spot model
In: Optics Express 32 (2024), p. 23674-23686
ISSN: 1094-4087
DOI: 10.1364/OE.527304
BibTeX: Download - Oetter N., Pröll J., Sievert M., Goncalves M., Rohde M., Nobis CP., Knipfer C., Aubreville M., Pan Z., Breininger K., Maier A., Kesting MR., Stelzle F.:
Oral mucosa - an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study
In: Clinical Oral Investigations 28 (2024), Article No.: 266
ISSN: 1432-6981
DOI: 10.1007/s00784-024-05664-9
BibTeX: Download - Islam S., Murthy VN., Neumann D., Das BK., Sharma P., Maier A., Comaniciu D., Ghesu FC.:
Self-supervised learning for interventional image analytics: toward robust device trackers
In: Journal of Medical Imaging 11 (2024), Article No.: 035001
ISSN: 2329-4310
DOI: 10.1117/1.JMI.11.3.035001
BibTeX: Download - Das BK., Zhao G., Islam S., Re TJ., Comaniciu D., Maier A., Gibson E.:
Co-ordinate-based positional embedding that captures resolution to enhance transformer’s performance in medical image analysis
In: Scientific Reports 14 (2024), Article No.: 9380
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59813-x
BibTeX: Download - Liu C., Klein L., Huang Y., Baader E., Lell MM., Kachelrieß M., Maier A.:
Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization
In: Scientific Reports 14 (2024), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59731-y
URL: https://www.nature.com/articles/s41598-024-59731-y
BibTeX: Download - Kulyabin M., Constable P., Zhdanov A., Lee I., Thompson DA., Maier A.:
Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification
In: IEEE Access 12 (2024)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3386638
URL: https://ieeexplore.ieee.org/abstract/document/10495056
BibTeX: Download - Kulyabin M., Zhdanov A., Nikiforova A., Stepichev A., Kuznetsova A., Ronkin M., Borisov V., Bogachev A., Korotkich S., Constable P., Maier A.:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
In: Scientific Data (2024), Article No.: 365
ISSN: 2052-4463
DOI: 10.1038/s41597-024-03182-7
URL: https://www.nature.com/articles/s41597-024-03182-7
BibTeX: Download - Yu H., Ni S., Thies M., Wagner F., Huang Y., Liu F., Maier A.:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution
In: IEEE Transactions on Instrumentation and Measurement 73 (2024), p. 1-11
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3385839
URL: https://ieeexplore.ieee.org/document/10494784
BibTeX: Download - Rivera Monroy L., Rist L., Wilm F., Ostalecki C., Baur A., Vera González J., Breininger K., Maier A.:
Multi-level cancer profiling through joint cell-graph representations
In: Smart Health 32 (2024), p. 100470
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2024.100470
BibTeX: Download - Büter R., Han JJ., Acar A., Li Y., Puentes PR., Soberanis-Mukul RD., Gupta I., Bhowmick J., Ghazi A., Maier A., Unberath M., Wu JY.:
Improving the Temporal Accuracy of Eye Gaze Tracking for the da Vinci Surgical System through Automatic Detection of Decalibration Events and Recalibration
In: Journal of Medical Robotics Research (2024), Article No.: 2440001
ISSN: 2424-905X
DOI: 10.1142/S2424905X24400014
BibTeX: Download - Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
Contextual HookFormer for Glacier Calving Front Segmentation
In: IEEE Transactions on Geoscience and Remote Sensing 62 (2024), p. 1-15
ISSN: 0196-2892
DOI: 10.1109/TGRS.2024.3368215
URL: https://ieeexplore.ieee.org/document/10440599
BibTeX: Download - Sukowski F., Rauch D., Schielein R., Schön T., Waldyra A., Fries M., Maier A., Schneider LS., Herl G., Wittl S., Zabler S., Zeitel S., Bissels J., Becker C.:
SmartCT - Development of AI based methods for automation of RoboCT scan procedures
In: e-Journal of Nondestructive Testing 29 (2024)
DOI: 10.58286/29232
BibTeX: Download - Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
A digital twin to overcome long-time challenges in photovoltaics
In: Joule 8 (2024), p. 1-17
ISSN: 2542-4351
DOI: 10.1016/j.joule.2023.12.010
BibTeX: Download - Rohleder M., Thies M., Riedl S., Bullert B., Gierse J., Privalov M., Mandelka E., Vetter S., Maier A., Kreher B.:
An interactive task-based method for the avoidance of metal artifacts in CBCT
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03103-4
BibTeX: Download - Thamm A., Thamm F., Wiedemann M., Bretschneider J., Sikorska M., Maier A.:
Deep learning based drill wear segmentation and analysis of the wear progress
In: International Journal on Interactive Design and Manufacturing (2024)
ISSN: 1955-2513
DOI: 10.1007/s12008-024-02045-0
BibTeX: Download - Hagen F., Vorberg L., Thamm F., Ditt H., Maier A., Brendel JM., Ghibes P., Bongers MN., Krumm P., Nikolaou K., Horger M.:
Improved detection of small pulmonary embolism on unenhanced computed tomography using an artificial intelligence-based algorithm – a single centre retrospective study
In: International Journal of Cardiovascular Imaging (2024)
ISSN: 1569-5794
DOI: 10.1007/s10554-024-03222-8
BibTeX: Download - Heger L., Heidkamp GF., Amon L., Nimmerjahn F., Bäuerle T., Maier A., Erber R., Hartmann A., Hack C., Rübner M., Hübner H., Fasching P., Beckmann M., Dudziak D.:
Unbiased high-dimensional flow cytometry identified NK and DC immune cell signature in Luminal A-type and triple negative breast cancer
In: OncoImmunology 13 (2024), Article No.: 2296713
ISSN: 2162-4011
DOI: 10.1080/2162402X.2023.2296713
BibTeX: Download
Conference Contributions
- Adrian A., Basaran OA., Dykes N., Evert S., Gritz M., Humml M., Kohlhase M., Lindner J., Maier A., Prettner S., Rapp M., Schröder L., Stürmer V.:
DIREGA – Building Decision Support for German Register Law
JURIX 2024 (Brno, December 11, 2024 - December 13, 2024)
In: Jaromir Savelka, Jakub Harasta, Tereza Novotna, Jakub Misek (ed.): Frontiers in Artificial Intelligence and Applications 2024
DOI: 10.3233/FAIA241269
URL: https://ebooks.iospress.nl/volumearticle/71034
BibTeX: Download - Barnhill A., Towers JR., Nöth E., Maier A., Bergler C.:
Utilizing Deep Incomplete Classifiers To Implement Semantic Clustering For Killer Whale Photo Identification Data
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
BibTeX: Download - Ramachandran A., Neergaard TF., Maier A., Bayer S.:
Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges
NeurIPS 2024 The Thirty-Eighth Annual Conference on Neural Information Processing Systems (Vancouver, Canada, December 10, 2024 - December 15, 2024)
In: Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges 2024
BibTeX: Download - Huang H., Zinnen M., Liu S., Maier A., Christlein V.:
Scene Classification on Fine Arts with Style Transfer
SUMAC '24: 6th workshop on the analySis, Understanding and proMotion of heritAge Contents
In: SUMAC '24: Proceedings of the 6th workshop on the analySis, Understanding and proMotion of heritAge Contents 2024
DOI: 10.1145/3689094.3689468
BibTeX: Download - Thies M., Maul N., Mei S., Pfaff L., Vysotskaya N., Gu M., Utz J., Possart D., Folle L., Wagner F., Maier A.:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Cham: 2024
DOI: 10.1007/978-3-031-72104-5_25
BibTeX: Download - Rist L., Homm C., Lades F., Hernandez AA., Sühling M., Gudman Steuble Brandt E., Maier A., Taubmann O.:
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge
First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine, Cham: 2024
DOI: 10.1007/978-3-031-73483-0_5
BibTeX: Download - Goldmann M., Manhart M., Preuhs A., Goldmann F., Kowarschik M., Maier A.:
OrdinalNet: A Deep Learning-based Relative Image Quality Metric for Motion Compensation in CBCT
2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) (Tampa, FL, October 26, 2024 - November 2, 2024)
In: IEEE (ed.): IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), New York, USA: 2024
DOI: 10.1109/NSS/MIC/RTSD57108.2024.10656155
URL: https://ieeexplore.ieee.org/document/10656155
BibTeX: Download - Denzinger S., Goldmann F., Wels M., Schöbinger M., Neumann D., Allmendinger T., Jürgens M., Goldmann M., Sühling M., Maier A.:
Photon Counting-Based Metrics for Soft Tissue Differentiation in Coronary Plaque Analysis
2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) (Tampa, October 26, 2024 - November 2, 2024)
In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) 2024
DOI: 10.1109/NSS/MIC/RTSD57108.2024.10656858
BibTeX: Download - Barnhill A., Nöth E., Maier A., Bergler C.:
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement
25th Annual Conference of the International Speech Communication Association, INTERSPEECH 2024 (Kos, Greece, September 1, 2024 - September 5, 2024)
In: Proceedings of the Annual Conference of the International Speech Communication Association 2024
BibTeX: Download - Fan F., Qiu J., Huang Y., Maier A.:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.05982
URL: https://arxiv.org/pdf/2409.05982
BibTeX: Download - Mei S., Fan F., Wagner F., Thies M., Gu M., Sun Y., Maier A.:
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2404.03541
URL: https://arxiv.org/pdf/2404.03541
BibTeX: Download - Huang Y., Fan F., Gomaa A., Maier A., Fietkau R., Bert C., Putz F.:
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.08800
URL: https://arxiv.org/pdf/2409.08800
BibTeX: Download - Zhou Y., Schneider LS., Fan F., Maier A.:
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
(2024)
DOI: 10.48550/arXiv.2401.16104
BibTeX: Download - Yuan Y., Schneider LS., Maier A.:
Application of Gated Recurrent Units for CT Trajectory Optimization
(2024)
DOI: 10.48550/arXiv.2405.09333
BibTeX: Download - Sun Y., Schneider LS., Fan F., Thies M., Gu M., Mei S., Zhou Y., Bayer S., Maier A.:
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
(2024)
DOI: 10.48550/arXiv.2401.16039
BibTeX: Download - Ye C., Schneider LS., Sun Y., Maier A.:
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm
(2024)
DOI: 10.48550/arXiv.2403.00426
BibTeX: Download - Schneider LS., Herl G., Maier A.:
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation
CT Meeting 2024 (Bamberg, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2402.10223
BibTeX: Download - Patoliya V., Zinnen M., Maier A., Christlein V.:
Smell and Emotion: Recognising Emotions in Smell-Related Artworks
Digital Humanities Conference 2024 (Arlington, VA, August 6, 2024 - August 9, 2024)
BibTeX: Download - Bayer S., Sun Y., Maier A., Hoffmann J.:
Antitrust Regulation in the Era of Digital Market - A new perspective considering covert channel and artificial intelligence with technical demonstration
TilTing Perspectives 2024 (Tilburg, Netherlands, July 8, 2024 - July 10, 2024)
Open Access: https://www.tilburguniversity.edu/about/schools/law/departments/tilt/events/tilting-perspectives/2024/regulation-and-innovation-digital-markets
URL: https://www.tilburguniversity.edu/about/schools/law/departments/tilt/events/tilting-perspectives/2024/regulation-and-innovation-digital-markets
BibTeX: Download - Bhandary Panambur A., Madhu P., Bayer S., Maier A.:
Enhancing downstream classification of breast abnormalities in contrast enhanced spectral mammography using a neighborhood representation loss
SPIE Medical Imaging 2024 (San Diego, February 18, 2024 - February 23, 2024)
In: Weijie Chen, Susan M. Astley (ed.): Medical Imaging 2024: Computer-Aided Diagnosis 2024
DOI: 10.1117/12.3004102
BibTeX: Download - Vysotskaya N., Maul N., Fusco A., Hazra S., Harnisch J., Arias Vergara T., Maier A.:
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, April 14, 2024 - April 19, 2024)
In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New York City: 2024
DOI: 10.1109/ICASSP48485.2024.10446988
BibTeX: Download - Leipert M., Herl G., Zabler S., Maier A.:
Volumetric Instance Detection for Overlapping Shoes in Computed Tomography
13th Conference on Industrial Computed Tomography (Wels, February 6, 2024 - February 9, 2024)
DOI: 10.58286/29229
URL: https://www.ndt.net/search/docs.php3?id=29229
BibTeX: Download - Karbole W., Ploner S., Won J., Marmalidou A., Takahashi H., Waheed NK., Fujimoto JG., Maier A.:
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_90
BibTeX: Download - Thies M., Wagner F., Gu M., Mei S., Huang Y., Pechmann S., Aust O., Weidner D., Neag G., Uderhardt S., Schett G., Christiansen S., Maier A.:
Exploring Epipolar Consistency Conditions for Rigid Motion Compensation in In-vivo X-ray Microscopy
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_60
URL: https://arxiv.org/abs/2303.00449
BibTeX: Download - Zaiß M., Rajput JR., Dang HN., Golkov V., Cremers D., Knoll F., Maier A.:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_28
BibTeX: Download - Nau M., Vija AH., Reymann M., Gohn W., Maier A.:
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies
German Conference on Medical Image Computing - Bildverarbeitung für die Medizin (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_3
BibTeX: Download - Wang T., Liu C., Rist L., Maier A.:
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_76
BibTeX: Download - Augustin L., Wagner F., Thies M., Maier A.:
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_80
BibTeX: Download - Packhäuser K., Folle L., Nguyen TT., Thamm F., Maier A.:
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_12
BibTeX: Download - Vorberg L., Taubmann O., Ditt H., Maier A.:
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_72
BibTeX: Download - Bhandary Panambur A., Yu H., Bhat S., Madhu P., Bayer S., Maier A.:
Attention-guided Erasing
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_8
BibTeX: Download - Rivera Monroy L., Rist L., Eberhardt M., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
DOI: 10.1007/978-3-658-44037-4_49
BibTeX: Download - Dreier MN., Gourmelon N., Koch M., Seehaus T., Braun M., Maier A., Christlein V.:
A Benchmark Dataset for Radio Echo Sounding Data
European Geosciences Union 2024 (Wien, April 14, 2024 - April 19, 2024)
DOI: 10.5194/egusphere-egu24-11310
BibTeX: Download - Hernandez A., Perez Toro PA., Arias-Vergara T., Vasquez-Correa JC., Yang SH., Orozco-Arroyave JR., Maier A.:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation
27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE, September 9, 2024 - September 13, 2024)
In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70566-3_14
BibTeX: Download - El-Zein B., Eckert D., Weber T., Rohleder M., Ritschl L., Kappler S., Maier A.:
A Realistic Collimated X-Ray Image Simulation Pipeline
3rd International Workshop on Data Augmentation, Labeling, and Imperfections, DALI 2023 in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 (Vancouver, BC, October 12, 2023 - October 12, 2023)
In: Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-58171-7_14
BibTeX: Download - Ramachandran A., Mousa H., Maier A., Bayer S.:
A Week Ahead Water Demand Forecasting using Convolutional Neural Network on Multi-Channel Wavelet Scalogram
WDSA CCWI 2024 - 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (University of Ferrara, Ferrara, Italy, July 1, 2024 - July 5, 2024)
BibTeX: Download - Liu C., Fan F., Schwarz A., Maier A.:
Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, October 6, 2024 - October 10, 2024)
In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-72111-3_14
BibTeX: Download - Kulyabin M., Sindel A., Pedersen H., Gilson S., Baraas R., Maier A.:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
URL: https://arxiv.org/abs/2408.14810
BibTeX: Download - Hussian A., Zinnen M., Tran TMH., Maier A., Christlein V.:
Gesture Classification in Artworks Using Contextual Image Features
Digital Humanities Conference 2024 (The Roy Rosenzweig Center for History and New Media, Arlington, August 6, 2024 - August 9, 2024)
BibTeX: Download - Shetty K., Birkhold A., Egger B., Jaganathan S., Strobel N., Kowarschik M., Maier A.:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_9
BibTeX: Download - Perez Toro PA., Dineley J., Kaczkowska A., Conde P., Zhang Y., Matcham F., Siddi S., Haro JM., Bruce S., Wykes T., Bailón R., Vairavan S., Dobson RJ., Maier A., Nöth E., Orozco Arroyave JR., Narayan VA., Hotopf M., Cummins N.:
LONGITUDINAL MODELING OF DEPRESSION SHIFTS USING SPEECH AND LANGUAGE
49th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 (Seoul, KOR, April 14, 2024 - April 19, 2024)
In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2024
DOI: 10.1109/ICASSP48485.2024.10447195
BibTeX: Download - Thies M., Wagner F., Maul N., Mei S., Gu M., Pfaff L., Vysotskaya N., Yu H., Maier A.:
On the influence of smoothness constraints in computed tomography motion compensation
8th International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting) (Bamberg, August 5, 2024 - August 9, 2024)
URL: https://www.ct-meeting.org/?p=program
BibTeX: Download - Kulyabin M., Sokolov G., Galaida A., Maier A., Arias Vergara T.:
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
URL: https://arxiv.org/abs/2405.16115
BibTeX: Download - Khun Jush F., Dueppenbecker PM., Maier A.:
Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_8
BibTeX: Download - Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Vandoorne K., Freiman M.:
T2 Distribution Analysis of Inflamed Bone Marrow Compartments in MR Images with Quantitative T2-mapping
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, May 4, 2024 - May 9, 2024)
BibTeX: Download - Basak P., Ramachandran A., Maier A., Bayer S.:
Unveiling Consumer Behavior in District Heating Network: A Contrastive Learning Approach to Clustering
SESAAU2024 – Smart Energy Systems Conference (Aalborg, Denmark, September 10, 2024 - September 11, 2024)
BibTeX: Download
2023
Authored Books
- Schubert A., Hess D., Heydenreich G., Mack O., Maier A., Görres D., Hänsch AA., Klinke T., Ottweiler W., Sindel A., Christlein V.:
Kritischer Katalog der Luther-Bildnisse (1519-1530)
Gütersloher Verlagshaus, 2023
(Quellen und Forschungen zur Reformationsgeschichte, Vol.104)
ISBN: 978-3-579-05987-7
BibTeX: Download - Weise T., Maier A., Demir K., Perez Toro PA., Arias Vergara T., Heismann B., Nöth E., Schuster ME., Yang SH.:
Impact of Including Pathological Speech in Pre-training on Pathology Detection
Springer Science and Business Media Deutschland GmbH, 2023
ISBN: 9783031404979
DOI: 10.1007/978-3-031-40498-6_13
BibTeX: Download - Unberath M., Maier A.:
Medical imaging modalities
Elsevier, 2023
ISBN: 9780128136577
DOI: 10.1016/B978-0-12-813657-7.00013-3
BibTeX: Download
Journal Articles
- Hauer C., Nöth E., Barnhill A., Maier A., Guthunz J., Hofer H., Cheng RX., Barth V., Bergler C.:
ORCA-SPY enables killer whale sound source simulation, detection, classification and localization using an integrated deep learning-based segmentation
In: Scientific Reports 13 (2023), Article No.: 11106
ISSN: 2045-2322
DOI: 10.1038/s41598-023-38132-7
BibTeX: Download - Schilling A., Sedley W., Gerum RC., Metzner C., Tziridis K., Maier A., Schulze H., Zeng FG., Friston KJ., Krauß P.:
Predictive coding and stochastic resonance as fundamental principles of auditory phantom perception
In: Brain 146 (2023), p. 4809-4825
ISSN: 0006-8950
DOI: 10.1093/brain/awad255
BibTeX: Download - Pfaff L., Hoßbach J., Preuhs E., Wagner F., Arroyo Camejo S., Kannengiesser S., Nickel D., Wuerfl T., Maier A.:
Self-supervised MRI denoising: leveraging Stein’s unbiased risk estimator and spatially resolved noise maps
In: Scientific Reports 13 (2023), Article No.: 22629
ISSN: 2045-2322
DOI: 10.1038/s41598-023-49023-2
BibTeX: Download - Fan F., Ritschl L., Beister M., Biniazan R., Wagner F., Kreher BW., Gottschalk T., Kappler S., Maier A.:
Simulation-driven training of vision transformers enables metal artifact reduction of highly truncated CBCT scans
In: Medical Physics (2023)
ISSN: 0094-2405
DOI: 10.1002/mp.16919
BibTeX: Download - Bhat S., Mansoor A., Georgescu B., Bhandary Panambur A., Ghesu FC., Islam S., Packhäuser K., Rodriguez Salas D., Grbic S., Maier A.:
AUCReshaping: improved sensitivity at high-specificity
In: Scientific Reports 13 (2023), Article No.: 21097
ISSN: 2045-2322
DOI: 10.1038/s41598-023-48482-x
BibTeX: Download - Herrmann O., Gourmelon N., Seehaus T., Maier A., Fürst J., Braun M., Christlein V.:
Out-of-the-box Calving Front Detection Method Using Deep Learning
In: Cryosphere 17 (2023), p. 4957–4977
ISSN: 1994-0416
DOI: 10.5194/tc-17-4957-2023
BibTeX: Download - Tayebi Arasteh S., Weise T., Schuster M., Nöth E., Maier A., Yang SH.:
The effect of speech pathology on automatic speaker verification: a large-scale study
In: Scientific Reports 13 (2023), p. 20476
ISSN: 2045-2322
DOI: 10.1038/s41598-023-47711-7
URL: https://www.nature.com/articles/s41598-023-47711-7
BibTeX: Download - Thamm A., Thamm F., Sawodny A., Zeitler S., Merklein M., Maier A.:
Unsupervised Deep Learning for Advanced Forming Limit Analysis in Sheet Metal: A Tensile Test-Based Approach
In: Materials 16 (2023), p. 7001
ISSN: 1996-1944
DOI: 10.3390/ma16217001
BibTeX: Download - Kulyabin M., Zhdanov A., Dolganov A., Ronkin M., Borisov V., Maier A.:
Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer
In: Sensors (2023)
ISSN: 1424-8220
DOI: 10.3390/s23218727
BibTeX: Download - Tayebi Arasteh S., Romanowicz J., Pace DF., Golland P., Powell AJ., Maier A., Truhn D., Brosch T., Weese J., Lotfinia M., van der Geest RJ., Moghari MH.:
Automated segmentation of 3D cine cardiovascular magnetic resonance imaging
In: Frontiers in Cardiovascular Medicine 10 (2023)
ISSN: 2297-055X
DOI: 10.3389/fcvm.2023.1167500
BibTeX: Download - Nau M., Vija AH., Gohn W., Reymann M., Maier A.:
Exploring the Limitations of Hybrid Adiabatic Quantum Computing for Emission Tomography Reconstruction
In: Journal of Imaging 9 (2023), Article No.: 221
ISSN: 2313-433X
DOI: 10.3390/jimaging9100221
URL: https://www.mdpi.com/2313-433X/9/10/221
BibTeX: Download - Patwari M., Gutjahr R., Marcus R., Thali Y., Calvarons AF., Raupach R., Maier A.:
Reducing the risk of hallucinations with interpretable deep learning models for low-dose CT denoising: comparative performance analysis
In: Physics in Medicine and Biology 68 (2023)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/acfc11
BibTeX: Download - Thies M., Wagner F., Maul N., Folle L., Meier M., Rohleder M., Schneider LS., Pfaff L., Gu M., Utz J., Denzinger F., Manhart M., Maier A.:
Gradient-based geometry learning for fan-beam CT reconstruction
In: Physics in Medicine and Biology 68 (2023), Article No.: 205004
ISSN: 0031-9155
DOI: 10.1088/1361-6560/acf90e
URL: https://iopscience.iop.org/article/10.1088/1361-6560/acf90e
BibTeX: Download - Shetty K., Birkhold A., Jaganathan S., Strobel N., Egger B., Kowarschik M., Maier A.:
BOSS: Bones, organs and skin shape model
In: Computers in Biology and Medicine 165 (2023), Article No.: 107383
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2023.107383
BibTeX: Download - Kordon F., Stiglmayr M., Maier A., Martín Vicario C., Pertlwieser T., Kunze H.:
A principled representation of elongated structures using heatmaps
In: Scientific Reports 13 (2023), Article No.: 15253
ISSN: 2045-2322
DOI: 10.1038/s41598-023-41221-2
BibTeX: Download - Huang Y., Gomaa A., Semrau S., Haderlein M., Lettmaier S., Weissmann T., Grigo J., Ben Tkhayat H., Frey B., Gaipl U., Distel L., Maier A., Fietkau R., Bert C., Putz F.:
Benchmarking ChatGPT-4 on a radiation oncology in-training exam and Red Journal Gray Zone cases: potentials and challenges for AI-assisted medical education and decision making in radiation oncology
In: Frontiers in Oncology 13 (2023), p. 1-13
ISSN: 2234-943X
DOI: 10.3389/fonc.2023.1265024
BibTeX: Download - Yoon SS., Fischer C., Amsel D., Monzon M., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D., Giese D.:
Fully automated AI-based cardiac motion parameter extraction – application to mitral and tricuspid valves on long-axis cine MR images
In: European Journal of Radiology 166 (2023), Article No.: 110978
ISSN: 0720-048X
DOI: 10.1016/j.ejrad.2023.110978
BibTeX: Download - Neumayer M., Stecher D., Grimm S., Maier A., Bücker D., Schmidt J.:
Fault and anomaly detection in district heating substations: A survey on methodology and data sets
In: Energy 276 (2023), Article No.: 127569
ISSN: 0360-5442
DOI: 10.1016/j.energy.2023.127569
BibTeX: Download - Huang Y., Maier A., Fan F., Kreher BW., Huang X., Fietkau R., Bert C., Putz F.:
Deep learning for perspective deformation correction in X-ray imaging
In: Radiotherapy and Oncology 182 (2023), p. S1404
ISSN: 0167-8140
DOI: 10.1016/S0167-8140(23)66608-3
BibTeX: Download - Wu F., Zhang J., Xu Z., Maier A., Christlein V.:
Updating Siamese trackers using peculiar mixup
In: Applied Intelligence 53 (2023), p. 22531-22545
ISSN: 0924-669X
DOI: 10.1007/s10489-023-04546-z
URL: https://link.springer.com/article/10.1007/s10489-023-04546-z
BibTeX: Download - Kulyabin M., Zhdanov A., Dolganov A., Maier A.:
Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals
In: Sensors (2023)
ISSN: 1424-8220
DOI: 10.3390/s23135813
BibTeX: Download - Hwang Y., Won J., Yaghy A., Takahashi H., Girgis JM., Lam K., Chen S., Moult EM., Ploner S., Maier A., Waheed NK., Fujimoto JG.:
Retinal blood flow speed quantification at the capillary level using temporal autocorrelation fitting OCTA [Invited]
In: Biomedical Optics Express 14 (2023), p. 2658-2677
ISSN: 2156-7085
DOI: 10.1364/BOE.488103
BibTeX: Download - Doerrich S., Kordon F., Denzinger F., El Barbari JS., Privalov M., Vetter SY., Maier A., Kunze H.:
Fast 3D YOLOv3 based standard plane regression of vertebral bodies in intra-operative CBCT volumes
In: Journal of Medical Imaging 10 (2023)
ISSN: 2329-4310
DOI: 10.1117/1.JMI.10.3.034503
BibTeX: Download - Vysotskaya N., Will C., Servadei L., Maul N., Mandl C., Nau M., Harnisch J., Maier A.:
Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar—A Feasibility Study
In: Sensors 23 (2023), p. 4111
ISSN: 1424-8220
DOI: 10.3390/s23084111
BibTeX: Download - Pan Z., Breininger K., Aubreville M., Stelzle F., Maier A., Oetter N., Mantsopoulos K., Iro H., Goncalves M., Sievert M.:
Defining a baseline identification of artifacts in confocal laser endomicroscopy in head and neck cancer imaging
In: American Journal of Otolaryngology 44 (2023), Article No.: 103779
ISSN: 0196-0709
DOI: 10.1016/j.amjoto.2022.103779
BibTeX: Download - Stöwer P., Schilling A., Maier A., Krauß P.:
Neural network based formation of cognitive maps of semantic spaces and the putative emergence of abstract concepts
In: Scientific Reports (2023)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-30307-6
URL: https://www.nature.com/articles/s41598-023-30307-6
BibTeX: Download - Weissmann T., Huang Y., Fischer S., Roesch J., Mansoorian S., Gaona HA., Gostian AO., Hecht M., Lettmaier S., Deloch L., Frey B., Gaipl U., Distel L., Maier A., Iro H., Semrau S., Bert C., Fietkau R., Putz F.:
Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy
In: Frontiers in Oncology 13 (2023), p. 1--14
ISSN: 2234-943X
DOI: 10.3389/fonc.2023.1115258
URL: https://www.frontiersin.org/articles/10.3389/fonc.2023.1115258/full
BibTeX: Download - Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
AMD-HookNet for Glacier Front Segmentation
In: IEEE Transactions on Geoscience and Remote Sensing 61 (2023), p. 1-12
ISSN: 0196-2892
DOI: 10.1109/TGRS.2023.3245419
URL: https://ieeexplore.ieee.org/document/10044700
BibTeX: Download - Denzinger F., Wels M., Breininger K., Taubmann O., Mühlberg A., Allmendinger T., Gülsün MA., Schöbinger M., André F., Buß SJ., Görich J., Sühling M., Maier A.:
How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography
In: Scientific Reports 13 (2023), p. 2563-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-29347-9
BibTeX: Download - Hertel M., Liu C., Song H., Golatta M., Kappler S., Nanke R., Radicke M., Maier A., Rose G.:
Clinical prototype implementation enabling an improved day-to-day mammography compression
In: Physica Medica 106 (2023), Article No.: 102524
ISSN: 1120-1797
DOI: 10.1016/j.ejmp.2023.102524
BibTeX: Download - Aubreville M., Stathonikos N., Bertram CA., Klopfleisch R., ter Hoeve N., Ciompi F., Wilm F., Marzahl C., Donovan TA., Maier A., Breen J., Ravikumar N., Chung Y., Park J., Nateghi R., Pourakpour F., Fick RH., Ben Hadj S., Jahanifar M., Shephard A., Dexl J., Wittenberg T., Kondo S., Lafarge MW., Koelzer VH., Liang J., Wang Y., Long X., Liu J., Razavi S., Khademi A., Yang S., Wang X., Erber R., Klang A., Lipnik K., Bolfa P., Dark MJ., Wasinger G., Veta M., Breininger K.:
Mitosis domain generalization in histopathology images — The MIDOG challenge
In: Medical Image Analysis 84 (2023), Article No.: 102699
ISSN: 1361-8415
DOI: 10.1016/j.media.2022.102699
BibTeX: Download - Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
Author Correction: DeepNAPSI multi-reader nail psoriasis prediction using deep learning.
In: Scientific Reports 13 (2023)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-37790-x
BibTeX: Download - Yoon SS., Preuhs E., Schmidt M., Forman C., Chitiboi T., Sharma P., Fernandes JL., Tillmanns C., Wetzl J., Maier A.:
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
In: Journal Machine Learning for Biomedical Imaging (2023)
ISSN: 2766-905X
DOI: 10.59275/j.melba.2023-afe2
BibTeX: Download - Fragoso-Garcia M., Wilm F., Bertram CA., Merz S., Schmidt A., Donovan T., Fuchs-Baumgartinger A., Bartel A., Marzahl C., Diehl L., Puget C., Maier A., Aubreville M., Breininger K., Klopfleisch R.:
Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images
In: Veterinary Pathology (2023)
ISSN: 0300-9858
DOI: 10.1177/03009858231189205
BibTeX: Download - Joshaghani M., Davari A., Nejati Hatamian F., Maier A., Riess C.:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification
In: IEEE Geoscience and Remote Sensing Letters 20 (2023), Article No.: 5506305
ISSN: 1545-598X
DOI: 10.1109/LGRS.2023.3287504
BibTeX: Download - Stoll A., Maier A., Krauß P., Gerum R., Schilling A.:
Coincidence detection and integration behavior in spiking neural networks
In: Cognitive Neurodynamics (2023)
ISSN: 1871-4080
DOI: 10.1007/s11571-023-10038-0
BibTeX: Download - Demir K., Schieber H., Weise T., May M., Maier A., Yang SH.:
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition
In: IEEE Journal of Biomedical and Health Informatics (2023), p. 1-14
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3311628
BibTeX: Download - Rodrigues VF., da Rosa Righi R., da Costa CA., Zeiser FA., Eskofier B., Maier A., Kim D.:
Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud
In: Health and Technology (2023)
ISSN: 2190-7188
DOI: 10.1007/s12553-023-00753-3
BibTeX: Download - Schilling A., Schaette R., Sedley W., Gerum RC., Maier A., Krauß P.:
Editorial: Auditory perception and phantom perception in brains, minds and machines
In: Frontiers in Neuroscience 17 (2023), Article No.: 1293552
ISSN: 1662-4548
DOI: 10.3389/fnins.2023.1293552
BibTeX: Download - Dürrbeck C., Schulz M., Pflaum L., Kallis K., Geimer T., Abu-Hossin N., Strnad V., Maier A., Fietkau R., Bert C.:
Estimating follow-up CTs from geometric deformations of catheter implants in interstitial breast brachytherapy: A feasibility study using electromagnetic tracking
In: Medical Physics (2023)
ISSN: 0094-2405
DOI: 10.1002/mp.16659
BibTeX: Download - Reymann M., Vija AH., Maier A.:
Method for comparison of data driven gating algorithms in emission tomography
In: Physics in Medicine and Biology (2023)
ISSN: 0031-9155
Open Access: https://iopscience.iop.org/article/10.1088/1361-6560/acf3ce
URL: http://iopscience.iop.org/article/10.1088/1361-6560/acf3ce
BibTeX: Download - Dang HN., Endres J., Weinmüller S., Glang F., Loktyushin A., Scheffler K., Dörfler A., Schmidt M., Maier A., Zaiß M.:
MR-zero meets RARE MRI: Joint optimization of refocusing flip angles and neural networks to minimize T2-induced blurring in spin echo sequences
In: Magnetic Resonance in Medicine (2023)
ISSN: 0740-3194
DOI: 10.1002/mrm.29710
BibTeX: Download - Hauer C., Nöth E., Barnhill A., Maier A., Guthunz J., Hofer H., Cheng RX., Barth V., Bergler C.:
ORCA-SPY: Killer Whale Sound Source Simulation and Detection, Classification and Localization in PAMGuard Utilizing Integrated Deep Learning Based Segmentation
In: Scientific Reports UNDER REVIEW (2023)
ISSN: 2045-2322
BibTeX: Download - Mühlberg A., Ritter P., Langer S., Goossens C., Nübler S., Schneidereit D., Taubmann O., Denzinger F., Nörenberg D., Haug M., Schürmann S., Horstmeyer R., Maier A., Goldmann W., Friedrich O., Kreiß L.:
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for Prior-Informed Assessment of Muscle Function and Pathology
In: Advanced Science (2023)
ISSN: 2198-3844
DOI: 10.1002/advs.202206319
BibTeX: Download - Herrler J., Williams SN., Liebig P., Ding B., McElhinney P., Allwood-Spiers S., Meixner CR., Gunamony S., Nagel AM., Dörfler A., Gumbrecht R., Porter DA., Maier A.:
The effects of RF coils and SAR supervision strategies for clinically applicable nonselective parallel-transmit pulses at 7 T
In: Magnetic Resonance in Medicine (2023)
ISSN: 0740-3194
DOI: 10.1002/mrm.29569
BibTeX: Download
Book Contributions
- Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minnopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
DeepNAPSI multi-reader nail psoriasis prediction using deep learning
In: Nature Scientific Reports, 2023, p. 5329
DOI: 10.1038/s41598-023-32440-8
BibTeX: Download - Maier A., Bayer S.:
Künstliche Intelligenz als Marktteilnehmer – Technische Möglichkeiten
DOI: 10.3790/978-3-428-58789-6
BibTeX: Download
Conference Contributions
- Nau M., Reymann M., Massanes F., Vija AH., Maier A.:
Computing Null Space Hallucinations on Simulated SPECT Image Reconstructions
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD) (Vancouver, BC, Canada, November 4, 2023 - November 11, 2023)
DOI: 10.1109/NSSMICRTSD49126.2023.10338608
URL: https://ieeexplore.ieee.org/abstract/document/10338608
BibTeX: Download - Farooq MT., Leipert M., Maier A., Christlein V.:
Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5
2023 IEEE Symposium Series on Computational Intelligence (Ciudad de Mexico, December 5, 2023 - December 8, 2023)
DOI: 10.1109/SSCI52147.2023.10372041
URL: https://ieeexplore.ieee.org/document/10372041
BibTeX: Download - Reymann M., Vija AH., Maier A.:
Masking for DDG in SPECT Reduces Influence of Motion Artifacts
In: IEEE (ed.): IEEE RTSD NSS-MIC 2023 2023
BibTeX: Download - Zinnen M., Hussian A., Tran TMH., Madhu P., Maier A., Christlein V.:
SniffyArt: The Dataset of Smelling Persons
SUMAC '23: Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (Ottawa ON, Canada)
In: Proceedings of the 5th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents 2023
DOI: 10.1145/3607542.3617357
URL: https://arxiv.org/abs/2311.11888
BibTeX: Download - Gourmelon N., Seehaus T., Klink J., Braun M., Maier A., Christlein V.:
CaFFe - a Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery
International Geoscience and Remote Sensing Symposium 2023 (Pasadena, California, July 16, 2023 - July 21, 2023)
In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023
DOI: 10.1109/IGARSS52108.2023.10283406
BibTeX: Download - Gourmelon N., Klink J., Seehaus T., Braun M., Maier A., Christlein V.:
Conditional Random Fields for Improving Deep Learning-based Glacier Calving Front Delineations
International Geoscience and Remote Sensing Symposium 2023 (Pasadena, California, July 16, 2023 - July 21, 2023)
In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023
DOI: 10.1109/IGARSS52108.2023.10282915
URL: https://ieeexplore.ieee.org/document/10282915
BibTeX: Download - Rist L., Taubmann O., Ditt H., Sühling M., Maier A.:
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 (Vancouver, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Cham: 2023
DOI: 10.1007/978-3-031-43904-9_71
BibTeX: Download - Yu H., Forster F., Bhandary Panambur A., Merino A., Maier A., Marquardt G.:
UNSTAINED WHITE BLOOD CELL CLASSIFICATION USING DEEP LEARNING
XXXVIth International Symposium on Technical Innovations in Laboratory Hematology (New Orleans, LA, May 11, 2023 - May 13, 2023)
In: Abstracts of International Society for Laboratory Hematology XXXVIth International Symposium on Technical Innovations in Laboratory Hematology 2023
DOI: 10.1111/ijlh.14149
URL: https://onlinelibrary.wiley.com/doi/10.1111/ijlh.14149
BibTeX: Download - Ploner S., Won J., Schottenhamml J., Girgis J., Lam K., Waheed N., Fujimoto J., Maier A.:
A Spatiotemporal Illumination Model for 3d Image Fusion in Optical Coherence Tomography
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230526
BibTeX: Download - Rivera Monroy L., Rist L., Eberhardt M., Ostalecki C., Baur A., Vera J., Breininger K., Maier A.:
Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: IEEE (ed.): 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230519
BibTeX: Download - Denzinger F., Wels M., Taubmann O., Kordon F., Wagner F., Mehltretter S., Gülsün MA., Schöbinger M., André F., Buß SJ., Görich J., Sühling M., Maier A., Breininger K.:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd’s Crook RCA in Coronary CT Angiography
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230565
BibTeX: Download - Fan F., Wang Y., Ritschl L., Biniazan R., Beister M., Kreher BW., Huang Y., Kappler S., Maier A.:
Metal-conscious Embedding for CBCT Projection Inpainting
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230412
BibTeX: Download - Mei S., Fan F., Maier A.:
Metal Inpainting in CBCT Projections Using Score-based Generative Model
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230638
BibTeX: Download - Weise T., Maier A., Demir K., Perez Toro PA., Arias Vergara T., Heismann B., Nöth E., Schuster M., Yang SH.:
Impact of Including Pathological Speech in Pre-training on Pathology Detection
TSD 2023: Text, Speech, and Dialogue (Pilsen, September 4, 2023 - September 6, 2023)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Text, Speech, and Dialogue, Cham: 2023
DOI: 10.1007/978-3-031-40498-6_13
BibTeX: Download - Tayebi Arasteh S., Rios-Urrego CD., Nöth E., Maier A., Yang SH., Rusz J., Rafael Orozco-Arroyave J.:
Federated learning for secure development of AI models for Parkinson’s disease detection using speech from different languages
Interspeech 2023 (Dublin, August 21, 2023 - August 24, 2023)
In: Proceedings of INTERSPEECH 2023, Dublin, Ireland: 2023
DOI: 10.21437/Interspeech.2023-2108
BibTeX: Download - Yang SH., Demir K., Weise T., Schmid A., May M., Maier A.:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images
International Conference Interspeech 2023 (Dublin, August 21, 2023 - August 24, 2023)
BibTeX: Download - Perez Toro PA., Arias Vergara T., Braun F., Hönig F., Tobón-Quintero CA., Aguillón D., Lopera F., Hincapié-Henao L., Schuster M., Riedhammer K., Maier A., Nöth E., Orozco Arroyave JR.:
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features
24th International Speech Communication Association, Interspeech 2023 (Dublin, IRL, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-2079
BibTeX: Download - Hung H., Perez Toro PA., Arias Vergara T., Maier A., Nöth E.:
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach
Interspeech 2023 (Dublin, August 20, 2023 - August 24, 2023)
In: Interspeech 2023 2023
DOI: 10.21437/Interspeech.2023-2057
BibTeX: Download - Sindel A., Maier A., Christlein V.:
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet
Pattern Recognition for Cultural Heritage (PatReCH) 2022 Workshop at the 26th International Conference on Pattern Recognition (ICPR) 2022 (Online (Montreal, QC, Canada), August 21, 2022 - August 21, 2022)
In: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges 2023
DOI: 10.1007/978-3-031-37731-0_9
URL: https://arxiv.org/pdf/2208.08836.pdf
BibTeX: Download - Das BK., Kapsner L., Ohlmeyer S., Laun FB., Maier A., Uder M., Wenkel E., Bickelhaupt S., Liebert A.:
Detection and prediction of background parenchymal enhancement on breast MRI using deep learning
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
DOI: 10.58530/2022/3927
BibTeX: Download - Ploner S., Won J., Yaghy A., Lam K., Girgis JM., Schottenhamml J., Husvogt L., Waheed NK., Fujimoto JG., Maier A.:
Advanced volume rebuilding overcomes quilting, stretching, and banding image artifacts in orthogonally-scanned OCT
Arvo Annual Meeting 2023 (New Orleans)
In: Investigative Ophthalmology & Visual Science 2023
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2789933
BibTeX: Download - Schottenhamml J., Würfl T., Ploner S., Husvogt L., Maier A., Hohberger B., Mardin CY.:
Impact of acquisition area on deep-learning-based glaucoma detection in OCTA
ARVO annual meeting 2023 (New Orleans)
In: Investigative Ophthalmology & Visual Science 2023
BibTeX: Download - Weise T., Perez Toro PA., Deitermann A., Hoffmann B., Demir K., Straetz T., Nöth E., Maier A., Kallert T., Yang SH.:
Multi-Modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video
International Conference on Machine Learning (Workshop on Machine Learning for Multimodal Healthcare) (Hawaii Convention Center, 1801 Kalākaua Ave, Honolulu, HI 96815, United States, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): International Conference on Machine Learning (Workshop on Machine Learning for Multimodal Healthcare), Cham: 2023
DOI: 10.1007/978-3-031-47679-2_3
BibTeX: Download - Wagner F., Thies M., Maul N., Pfaff L., Aust O., Pechmann S., Syben C., Maier A.:
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography
17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, NY, USA, July 16, 2023 - July 21, 2023)
DOI: 10.48550/arXiv.2302.06436
URL: https://arxiv.org/pdf/2302.06436.pdf
BibTeX: Download - Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-Assisted Spine Surgery
Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Deserno, T.M., Handels, H., Maier, A., Maier-Hein, K., Palm, C., Tolxdorff, T. (ed.): Bildverarbeitung für die Medizin 2023, Wiesbaden: 2023
DOI: 10.1007/978-3-658-41657-7_4
URL: https://link.springer.com/chapter/10.1007/978-3-658-41657-7_4
BibTeX: Download - Sindel A., Maier A., Christlein V.:
A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis
Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Bildverarbeitung für die Medizin 2023, Wiesbaden: 2023
DOI: 10.1007/978-3-658-41657-7_11
URL: https://arxiv.org/pdf/2306.02901.pdf
BibTeX: Download - Schauer J., Thamm F., Taubmann O., Maier A.:
Cerebral Vessel Tree Estimation from Non-contrast CT using Deep Learning Methods
Bildverarbeitung für die Medizin 2023 (, June 1, 2023 - June 1, 2023)
In: Bildverarbeitung für die Medizin 2023 2023
DOI: 10.1007/978-3-658-41657-7_15
BibTeX: Download - Reymann M., Vija AH., Maier A.:
Data Driven Gating in SPECT using Isomap
SNMMI Annual Meeting (Chicago, IL, USA)
In: SNMMI (ed.): Society of Nuclear Medicine and Molecular Imaging Annual Meeting 2023 2023
BibTeX: Download - Hoßbach J., Splitthoff DN., Cauley S., Clifford B., Polak D., Maier A.:
Severe MR Motion Artefact Correction with 2 step Deep Learning-based guidance
2023 ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, June 3, 2023 - June 8, 2023)
BibTeX: Download - Raghunath A., Wagner F., Thies M., Gu M., Pechmann S., Aust O., Weidner D., Neag G., Schett G., Christiansen SH., Uderhardt S., Maier A.:
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model
BVM Workshop Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Bildverarbeitung für die Medizin 2023 2023
DOI: 10.1007/978-3-658-41657-7_19
BibTeX: Download - Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Bayerl SP., Klumpp P., Riedhammer KT., Schuster M., Nöth E., Maier A., Orozco Arroyave JR.:
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer’s Disease Using Forestnets
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Rhodes Island, June 4, 2023 - June 10, 2023)
In: ICASSP 2023 2023
DOI: 10.1109/ICASSP49357.2023.10095219
BibTeX: Download - Rohleder M., Mekki L., Uneri A., Sisniega A., Kunze H., Kleinszig G., Maier A., Kreher BW., Siewerdsen JH.:
Cone-beam CT trajectory optimization for metal artifact avoidance using ellipsoidal object parameterizations
DOI: 10.1117/12.2654349
BibTeX: Download - Fusco A., Akkus M., Vysotskaya N., Hazra S., Servadei L., Maier A., Wille R.:
RadarSleepNet: Sleep Pose Classification via PointNet++ and 5D Radar Point Clouds
2023 IEEE Microwaves, Antennas, and Propagation Conference (Ahmedabad, December 11, 2023 - December 14, 2023)
In: 2023 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON), New York City: 2023
DOI: 10.1109/MAPCON58678.2023.10463831
BibTeX: Download - Leipert M., Herl G., Stebani J., Zabler S., Maier A.:
Three-Step Volumetric Segmentation for Automated Shoe Fitting
12th Conference on Industrial Computed Tomography (iCT) 2023 (Fürth, February 27, 2023 - March 2, 2023)
In: e-Journal of Nondestructive Testing 28 2023
DOI: 10.58286/27736
URL: https://www.ndt.net/search/docs.php3?id=27736&edit=0
BibTeX: Download - Schneider LS., Thies M., Schielein R., Syben C., Unberath M., Maier A.:
Learning-based Trajectory Optimization for a Twin Robotic CT System
12th Conference on Industrial Computed Tomography (iCT) 2023 (Fürth, February 27, 2023 - March 2, 2023)
In: NDT.net Issue: 2023-03 2023
DOI: 10.58286/27748
BibTeX: Download - Sindel A., Maier A., Christlein V.:
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints
Vision for Art (VISART VI) 2022 at European Conference on Computer Vision (ECCV) 2022 (Tel Aviv, October 23, 2022 - October 27, 2022)
In: Computer Vision – ECCV 2022 Workshops. ECCV 2022 2023
DOI: 10.1007/978-3-031-25056-9_20
URL: https://arxiv.org/pdf/2210.09204.pdf
BibTeX: Download - Jaganathan S., Kukla M., Wang J., Shetty K., Maier A.:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion
DOI: 10.1109/WACV56688.2023.00281
BibTeX: Download - Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto JG., Maier A.:
Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_57
BibTeX: Download - Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
Abstract: Is Medical Chest X-ray Data Anonymous?
German Workshop on Medical Image Computing (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_44
BibTeX: Download - Wilm F., Fragoso M., Marzahl C., Qiu J., Puget C., Diehl L., Bertram CA., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_45
BibTeX: Download - Gallo-Aristizabal JD., Escobar-Grisales D., Rios-Urrego CD., Perez Toro PA., Nöth E., Maier A., Orozco Arroyave JR.:
Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230617
BibTeX: Download - Haase V., Stierstorfer K., Maier A., Noo F.:
A study on the accuracy of polynomial fitting for direct computation of material lengths from projection data in dual energy CT
Medical Imaging 2023: Physics of Medical Imaging (San Diego, CA, USA, February 19, 2023 - February 23, 2023)
In: Lifeng Yu, Rebecca Fahrig, John M. Sabol (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2023
DOI: 10.1117/12.2654340
BibTeX: Download - Gu M., Thies M., Wagner F., Pechmann S., Aust O., Weidner D., Neag G., Pan Z., Utz J., Schett G., Christiansen S., Uderhardt S., Maier A.:
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_56
BibTeX: Download - Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
Comparability of Deep Learning Techniques for Calving Front Segmentation in SAR Imagery
European Geoscience Union General Assembly 2023 (Vienna, April 23, 2023 - April 28, 2023)
DOI: 10.5194/egusphere-egu23-5069
URL: https://meetingorganizer.copernicus.org/EGU23/EGU23-5069.html
BibTeX: Download - Stöwer P., Schilling A., Maier A., Krauß P.:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings
IEEE International Conference on Development and Learning 2023 (ICDL) (Macau, November 9, 2023 - November 11, 2023)
DOI: 10.1109/ICDL55364.2023.10364535
URL: https://ieeexplore.ieee.org/abstract/document/10364535
BibTeX: Download - Schröter H., Rosenkranz T., Escalante-B AN., Maier A.:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement
INTERSPEECH (Dublin, Ireland, August 20, 2023 - August 24, 2023)
In: INTERSPEECH 2023 2023
Open Access: https://arxiv.org/abs/2305.08227
BibTeX: Download - Packhäuser K., Gündel S., Thamm F., Denzinger F., Maier A.:
Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy
International Conference on Medical Image Computing and Computer-Assisted Intervention – MICCAI 2023 (Vancouver, October 8, 2023 - October 12, 2023)
In: Greenspan H, Madabhushi A, Mousavi P, Salcudean S, Duncan J, Syeda-Mahmood T, Taylor R (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Cham: 2023
DOI: 10.1007/978-3-031-43898-1_26
BibTeX: Download - Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Freiman M., Vandoorne K.:
Deep Learning based T2 distribution estimation for bone marrow characterization in inflammation and aging
European Molecular Imaging Meeting (EMIM) (Salzburg, March 14, 2023 - March 17, 2023)
Open Access: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
URL: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
BibTeX: Download - Schröter H., Rosenkranz T., Escalante-B AN., Maier A.:
Deep Multi-Frame Filtering for Hearing Aids
INTERSPEECH (Dublin, Ireland, August 20, 2023 - August 24, 2023)
In: INTERSPEECH 2023 2023
Open Access: https://arxiv.org/abs/2305.08225
BibTeX: Download - Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Sticherling M., Simon D., Schett G., Maier A., Kleyer A.:
Deepnapsi: Deep Learning for Nail Psoriasis Prediction
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230472
BibTeX: Download - Vorberg L., Thamm F., Ditt H., Horger M., Hagen F., Maier A.:
Detection of Pulmonary Embolisms in NCCT Data Using nnDetection
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_28
BibTeX: Download - Rohleder M., Pradel C., Wagner F., Thies M., Maul N., Denzinger F., Maier A., Kreher B.:
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43898-1_6
BibTeX: Download - Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, July 24, 2023 - July 27, 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340336
BibTeX: Download - Vornehm M., Spiske U., Fenski M., Wetzl J., Preuhs E., Maier A., Schulz-Menger J., Giese D.:
Fully Automatic Scar Segmentation on LGE Images with Reduced Contrast Agent Dose
SCMR 26th Annual Scientific Sessions (San Diego, CA, January 25, 2023 - January 28, 2023)
In: Proceedings of the SCMR 26th Annual Scientific Sessions 2023
BibTeX: Download - Packhäuser K., Folle L., Thamm F., Maier A.:
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230346
BibTeX: Download - Serra Juhé A., Rinck D., Maier A.:
Generation of Synthetic 3D Data Using Simulated MR Examinations in Augmented Reality
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230770
BibTeX: Download - Öttl M., Steenpaß J., Rübner M., Geppert CI., Qiu J., Wilm F., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230503
BibTeX: Download - Sun S., Woerner S., Maier A., Koch LM., Baumgartner CF.:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals
6th International Conference on Medical Imaging with Deep Learning, MIDL 2023 (Nashville, TN, USA, July 10, 2023 - July 12, 2023)
In: Ipek Oguz, Jack Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heinmann, Despina Kontos, Bennett Landman, Benoit Dawant (ed.): Proceedings of Machine Learning Research 2023
BibTeX: Download - Arias Vergara T., Londoño-Mora E., Perez Toro PA., Schuster M., Nöth E., Orozco Arroyave JR., Maier A.:
Measuring Phonological Precision in Children with Cleft Lip and Palate
24th International Speech Communication Association, Interspeech 2023 (Dublin, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-2099
BibTeX: Download - Wilm F., Fragoso M., Bertram CA., Stathonikos N., Ottl M., Qiu J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230458
BibTeX: Download - Won J., Yaghy A., Ploner S., Takahashi H., Reimann MK., Girgis JM., Lam K., Hwang Y., Chen S., Maier A., Waheed NK., Fujimoto JG.:
Motion correction and volume merging of ultrahigh resolution OCT enable 3D visualization and longitudinal tracking of hyperreflective foci
ARVO imaging in the eye (New Orleans, April 22, 2023 - April 22, 2023)
In: Investigative Ophthalmology & Visual Science 2023
URL: https://iovs.arvojournals.org/article.aspx?articleid=2791149
BibTeX: Download - Wilm F., Fragoso M., Bertram CA., Stathonikos N., Öttl M., Qiu J., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_46
BibTeX: Download - Wagner F., Thies M., Pfaff L., Maul N., Pechmann S., Gu M., Utz J., Aust O., Weidner D., Neag G., Uderhardt S., Choi JH., Maier A.:
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising
28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, ARG, June 18, 2023 - June 23, 2023)
In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-34048-2_59
BibTeX: Download - Wagner F., Thies M., Pfaff L., Aust O., Pechmann S., Weidner D., Maul N., Rohleder M., Gu M., Utz J., Denzinger F., Maier A.:
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230511
BibTeX: Download - Thies M., Wagner F., Maul N., Pfaff L., Schneider LS., Syben C., Maier A.:
Optimizing CT Scan Geometries With and Without Gradients
17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, New York, July 16, 2023 - July 21, 2023)
Open Access: https://arxiv.org/abs/2302.06251
BibTeX: Download - Rajput JR., Möhle TA., Fabian M., Mennecke A., Sembill J., Kuramatsu J., Schmidt M., Dörfler A., Maier A., Zaiß M.:
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43993-3_44
BibTeX: Download - Zeiser FA., Santos IG., Bohn HC., da Costa CA., de Oliveira Ramos G., da Rosa Righi R., Maier A., Andrade JRM., Bacelar A.:
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning
19th International Conference on Web Information Systems and Technologies, WEBIST 2023 (Hybrid, Rome, ITA, November 15, 2023 - November 17, 2023)
In: Francisco Garcia Penalvo, Massimo Marchiori (ed.): International Conference on Web Information Systems and Technologies, WEBIST - Proceedings 2023
DOI: 10.5220/0012205900003584
BibTeX: Download - Shetty K., Birkhold A., Jaganathan S., Strobel N., Kowarschik M., Maier A., Egger B.:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 (Vancouver, BC, June 18, 2023 - June 22, 2023)
In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
DOI: 10.1109/CVPR52729.2023.00063
BibTeX: Download - Pfaff L., Wagner F., Hoßbach J., Preuhs E., Nickel MD., Wuerfl T., Maier A.:
Quantitative evaluation of denoising algorithms without noise-free ground-truth data
ISMRM
BibTeX: Download - Bachmaier M., Rohleder M., Swartman B., Privalov M., Maier A., Kunze H.:
Robust Hough and Spatial-To-Angular Transform Based Rotation Estimation for Orthopedic X-Ray Images
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43990-2_42
BibTeX: Download - Pfaff L., Wagner F., Hoßbach J., Preuhs E., Maul N., Thies M., Denzinger F., Nickel MD., Wuerfl T., Maier A.:
Robust multi-contrast MRI denoising using trainable bilateral filters without noise-free targets
International Symposium on Biomedical Imaging (ISBI)
BibTeX: Download - Rist L., Taubmann O., Muhlberg A., Denzinger F., Thamm F., Sühling M., Norenberg D., Holch JW., Maurus S., Gebauer L., Huber T., Maier A.:
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230367
BibTeX: Download - Schneider LS., Thies M., Syben C., Schielein R., Unberath M., Maier A.:
Task-based Generation of Optimized Projection Sets using Differentiable Ranking
Fully3D 2023 (Stony Brook State University of New York, July 16, 2023 - July 21, 2023)
In: Fully3D 2023 Proceedings 2023
DOI: 10.48550/arXiv.2303.11724
URL: https://arxiv.org/abs/2303.11724
BibTeX: Download - Maul N., Zinn K., Wagner F., Thies M., Rohleder M., Pfaff L., Kowarschik M., Birkhold A., Maier A.:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model
28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, June 18, 2023 - June 23, 2023)
In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-34048-2_15
BibTeX: Download - Pfaff L., Wagner F., Hoßbach J., Preuhs E., Gadjimuradov F., Benkert T., Nickel MD., Wuerfl T., Maier A.:
Unsupervised denoising of prostate DWI
ISMRM
BibTeX: Download - Reimann M., Won J., Takahashi H., Yaghy A., Hwang Y., Ploner S., Lin J., Girgis J., Lam K., Chen S., Waheed NK., Maier A., Fujimoto JG.:
Unsupervised detection of Small Hyperreflective Features in Ultrahigh Resolution Optical Coherence Tomography
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_50
BibTeX: Download - Rodriguez Salas D., Öttl M., Seuret M., Packhäuser K., Maier A.:
Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230424
BibTeX: Download - Castaneda Gavina E., Suzuki M., Ashikaga H., Lluch È., Meister F., Mihalef V., Audigier C., Maier A., Halperin H., Passerini T.:
Virtual Heart Models Help Elucidate the Role of Border Zone in Sustained Monomorphic Ventricular Tachycardia
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43990-2_21
BibTeX: Download - Liu C., Denzinger F., Folle L., Qiu J., Klein L., Maier J., Kachelrieb M., Lell M., Maier A.:
Whole-Body Multi-Organ Segmentation Using Anatomical Attention
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230529
BibTeX: Download
2022
Journal Articles
- Dutta B., Root K., Ullmann I., Wagner F., Mayr M., Seuret M., Thies M., Stromer D., Christlein V., Schür J., Maier A., Huang Y.:
Deep learning for terahertz image denoising in nondestructive historical document analysis
In: Scientific Reports 12 (2022), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-022-26957-7
URL: https://www.nature.com/articles/s41598-022-26957-7
BibTeX: Download - Bergler C., Smeele SQ., Tyndel SA., Barnhill A., Ortiz ST., Kalan AK., Cheng RX., Brinkløv S., Osieka AN., Tougaard J., Jakobsen F., Wahlberg M., Nöth E., Maier A., Klump BC.:
ANIMAL‐SPOT enables animal‐independent signal detection and classification using deep learning
In: Scientific Reports 12 (2022), p. 1-16
ISSN: 2045-2322
DOI: 10.1038/s41598-022-26429-y
BibTeX: Download - Metzner C., Schilling A., Traxdorf M., Tziridis K., Maier A., Schulze H., Krauß P.:
Classification at the accuracy limit: facing the problem of data ambiguity
In: Scientific Reports 12 (2022), Article No.: 22121
ISSN: 2045-2322
DOI: 10.1038/s41598-022-26498-z
BibTeX: Download - Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco Arroyave JR., Maier A.:
Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
In: Smart Health 26 (2022), Article No.: 100347
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2022.100347
BibTeX: Download - Hunger L., Rajput JR., Klein K., Mennecke A., Fabian M., Schmidt M., Glang F., Herz K., Liebig P., Nagel AM., Scheffler K., Dörfler A., Maier A., Zaiß M.:
DeepCEST 7 T: Fast and homogeneous mapping of 7 T CEST MRI parameters and their uncertainty quantification
In: Magnetic Resonance in Medicine (2022)
ISSN: 0740-3194
DOI: 10.1002/mrm.29520
BibTeX: Download - Madhu P., Marquart T., Kosti RV., Suckow D., Bell P., Maier A., Christlein V.:
ICC++: Explainable Feature Learning for Art History using Image Compositions
In: Pattern Recognition (2022), p. 109153
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2022.109153
BibTeX: Download - Madhu P., Villar-Corrales A., Kosti RV., Bendschus T., Reinhardt C., Bell P., Maier A., Christlein V.:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning
In: Journal of Computing and Cultural Heritage (2022)
ISSN: 1556-4673
DOI: 10.1145/3569089
BibTeX: Download - Wagner F., Thies M., Denzinger F., Gu M., Patwari M., Ploner S., Maul N., Pfaff L., Huang Y., Maier A.:
Trainable joint bilateral filters for enhanced prediction stability in low-dose CT
In: Scientific Reports 12 (2022), Article No.: 17540
ISSN: 2045-2322
DOI: 10.1038/s41598-022-22530-4
BibTeX: Download - Rodrigues VF., Antunes RS., Seewald LA., Bazo R., dos Reis ES., dos Santos UJ., Righi RdR., da S. LG., da Costa CA., Bertollo FL., Maier A., Eskofier B., Horz T., Pfister M., Fahrig R.:
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022), p. 283-298
ISSN: 0167-739X
DOI: 10.1016/j.future.2022.05.006
BibTeX: Download - Rist L., Taubmann O., Thamm F., Ditt H., Sühling M., Maier A.:
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients
In: International Journal of Computer Assisted Radiology and Surgery (2022)
ISSN: 1861-6410
DOI: 10.1007/s11548-022-02750-9
BibTeX: Download - Thamm F., Jürgens M., Taubmann O., Thamm A., Rist L., Ditt H., Maier A.:
An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes
In: Biomedical Physics and Engineering Express (2022)
ISSN: 2057-1976
DOI: 10.1088/2057-1976/ac9415
BibTeX: Download - Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imagery
In: Earth System Science Data 14 (2022), p. 4287--4313
ISSN: 1866-3508
DOI: 10.5194/essd-14-4287-2022
URL: https://essd.copernicus.org/articles/14/4287/2022/
BibTeX: Download - Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data
In: Scientific Reports 12 (2022), Article No.: 14851
ISSN: 2045-2322
DOI: 10.1038/s41598-022-19045-3
BibTeX: Download - Denck J., Haas O., Guehring J., Maier A., Rothgang E.:
Automated Protocoling for MRI Exams-Challenges and Solutions
In: Journal of Digital Imaging (2022)
ISSN: 0897-1889
DOI: 10.1007/s10278-022-00610-1
BibTeX: Download - Hatamikia S., Biguri A., Herl G., Kronreif G., Reynolds T., Kettenbach J., Russ T., Tersol A., Maier A., Figl M., Siewerdsen JH., Birkfellner W.:
Source-detector trajectory optimization in cone-beam computed tomography: a comprehensive review on today's state-of-the-art
In: Physics in Medicine and Biology 67 (2022)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ac8590
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Führes T., Saake M., Maier A.:
Deep Learning-Guided Weighted Averaging for Signal Dropout Compensation in DWI of the Liver
In: Magnetic Resonance in Medicine (2022)
ISSN: 0740-3194
DOI: 10.1002/mrm.29380
BibTeX: Download - Huang Y., Bert C., Sommer P., Frey B., Gaipl U., Distel L., Weissmann T., Uder M., Schmidt M., Dörfler A., Maier A., Fietkau R., Putz F.:
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data
In: Medical Physics (2022), Article No.: 15863
ISSN: 0094-2405
DOI: 10.1002/mp.15863
URL: https://aapm.onlinelibrary.wiley.com/doi/10.1002/mp.15863
BibTeX: Download - Stöwer P., Schliecker C., Schilling A., Metzner C., Maier A., Krauß P.:
Neural network based successor representations to form cognitive maps of space and language
In: Scientific Reports (2022)
ISSN: 2045-2322
DOI: 10.1038/s41598-022-14916-1
URL: https://www.nature.com/articles/s41598-022-14916-1
BibTeX: Download - Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
Single-material beam hardening correction via an analytical energy response model for diagnostic CT
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15787
BibTeX: Download - Schilling A., Gerum R., Metzner C., Maier A., Krauß P.:
Intrinsic Noise Improves Speech Recognition in a Computational Model of the Auditory Pathway
In: Frontiers in Neuroscience 16 (2022), Article No.: 908330
ISSN: 1662-4548
DOI: 10.3389/fnins.2022.908330
BibTeX: Download - Marzahl C., Hill J., Stayt J., Bienzle D., Welker L., Wilm F., Voigt J., Aubreville M., Maier A., Klopfleisch R., Breininger K., Bertram CA.:
Inter-species cell detection - datasets on pulmonary hemosiderophages in equine, human and feline specimens
In: Scientific Data 9 (2022)
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01389-0
BibTeX: Download - Sohani M., van der Geest RJ., Maier A., Powell AJ., Moghari MH.:
Improved cardiac T1 mapping accuracy and precision with a new hybrid MOLLI and SASHA technique: MOSHA
In: Magnetic Resonance Imaging 89 (2022), p. 33-41
ISSN: 0730-725X
DOI: 10.1016/j.mri.2022.02.004
BibTeX: Download - Thies M., Wagner F., Huang Y., Gu M., Kling L., Pechmann S., Aust O., Grüneboom A., Schett G., Christiansen SH., Maier A.:
Calibration by differentiation – Self-supervised calibration for X-ray microscopy using a differentiable cone-beam reconstruction operator
In: Journal of Microscopy (2022)
ISSN: 0022-2720
DOI: 10.1111/jmi.13125
BibTeX: Download - Wagner F., Thies M., Gu M., Huang Y., Pechmann S., Patwari M., Ploner S., Aust O., Uderhardt S., Schett G., Christiansen SH., Maier A.:
Ultra low‐parameter denoising: Trainable bilateral filter layers in computed tomography
In: Medical Physics 49 (2022), p. 5107-5120
ISSN: 0094-2405
DOI: 10.1002/mp.15718
BibTeX: Download - Martín Vicario C., Kordon F., Denzinger F., El Barbari JS., Privalov M., Franke J., Thomas S., Kausch L., Maier A., Kunze H.:
Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes
In: Journal of Medical Imaging 9 (2022), p. 1-19
ISSN: 2329-4310
DOI: 10.1117/1.JMI.9.3.034001
BibTeX: Download - Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
ISSN: 0018-9294
DOI: 10.1109/TBME.2021.3123673
BibTeX: Download - Klein L., Liu C., Steidel J., Enzmann L., Knaup M., Sawall S., Maier A., Lell M., Maier J., Kachelriess M.:
Patient-specific radiation risk-based tube current modulation for diagnostic CT
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15673
BibTeX: Download - Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery
In: Journal of Imaging 8 (2022), Article No.: 108
ISSN: 2313-433X
DOI: 10.3390/jimaging8040108
BibTeX: Download - Maier A., Köstler H., Heisig M., Krauß P., Yang SH.:
Known operator learning and hybrid machine learning in medical imaging - A review of the past, the present, and the future
In: Progress in Biomedical Engineering 4 (2022), Article No.: 022002
ISSN: 2516-1091
DOI: 10.1088/2516-1091/ac5b13
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
Limited parameter denoising for low-dose X-ray computed tomography using deep reinforcement learning
In: Medical Physics 49 (2022), p. 4540 - 4553
ISSN: 0094-2405
DOI: 10.1002/mp.15643
URL: https://aapm.onlinelibrary.wiley.com/doi/10.1002/mp.15643
BibTeX: Download - Bommes L., Hoffmann M., Buerhop-Lutz C., Pickel T., Hauch J., Brabec C., Maier A., Peters IM.:
Anomaly detection in IR images of PV modules using supervised contrastive learning
In: Progress in Photovoltaics (2022)
ISSN: 1062-7995
DOI: 10.1002/pip.3518
BibTeX: Download - Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis
In: Rheumatology (2022)
ISSN: 1462-0324
DOI: 10.1093/rheumatology/keac197
BibTeX: Download - Folle L., Simon D., Tascilar K., Krönke G., Liphardt AM., Maier A., Schett G., Kleyer A.:
Deep Learning-Based Classification of Inflammatory Arthritis by Identification of Joint Shape Patterns—How Neural Networks Can Tell Us Where to “Deep Dive” Clinically
In: Frontiers in Medicine 9 (2022)
ISSN: 2296-858X
DOI: 10.3389/fmed.2022.850552
BibTeX: Download - Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
In: Veterinary Pathology 59 (2022), p. 211-226
ISSN: 0300-9858
DOI: 10.1177/03009858211067478
BibTeX: Download - Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15617
BibTeX: Download - Periyasamy M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2022)
ISSN: 1939-1404
DOI: 10.1109/JSTARS.2022.3148033
BibTeX: Download - Sievert M., Mantsopoulos K., Müller-Hübner S., Eckstein M., Rupp R., Aubreville M., Stelzle F., Oetter N., Maier A., Iro H., Goncalves M.:
Systematic interpretation of confocal laser endomicroscopy: larynx and pharynx confocal imaging score Interpretazione sistematica dell’endomicroscopia confocale laser: punteggio endomicroscopico confocale laringeo e faringeo
In: Acta Otorhinolaryngologica Italica 42 (2022), p. 26-33
ISSN: 0392-100X
DOI: 10.14639/0392-100X-N1643
BibTeX: Download - Kuhnert N., Maier A.:
FlexParser—The adaptive log file parser for continuous results in a changing world
In: Journal of Software: Evolution and Process 34 (2022), p. e2426
ISSN: 2047-7481
DOI: 10.1002/smr.2426
URL: https://onlinelibrary.wiley.com/doi/epdf/10.1002/smr.2426
BibTeX: Download - Singh Khural B., Baer-Beck M., Fournie E., Stierstorfer K., Huang Y., Maier A.:
Deep Learning-based Extended Field of View Computed Tomography Image Reconstruction: Influence of Network Design on Image Estimation Outside the Scan Field of View
In: Biomedical Physics and Engineering Express (2022)
ISSN: 2057-1976
DOI: 10.1088/2057-1976/ac47fc
URL: https://iopscience.iop.org/article/10.1088/2057-1976/ac47fc
BibTeX: Download - Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
Computer Assistance: A New Gold Standard for the Mitotic Count?
In: Journal of Comparative Pathology 191 (2022)
ISSN: 0021-9975
DOI: 10.1016/j.jcpa.2021.11.017
BibTeX: Download - Bertram CA., Marzahl C., Bartel A., Stayt J., Bonsembiante F., Beeler-Marfisi J., Barton AK., Brocca G., Gelain ME., Glasel A., Du Preez K., Weiler K., Weissenbacher-Lang C., Breininger K., Aubreville M., Maier A., Klopfleisch R., Hill J.:
Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm
In: Veterinary Pathology (2022)
ISSN: 0300-9858
DOI: 10.1177/03009858221137582
BibTeX: Download - Gottschalk T., Maier A., Kordon F., Kreher BW.:
DL-based inpainting for metal artifact reduction for cone beam CT using metal path length information
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15909
BibTeX: Download - Chen S., Zhong X., Dorn S., Ravikumar N., Tao Q., Huang X., Lell M., Kachelriess M., Maier A.:
Improving Generalization Capability of Multiorgan Segmentation Models Using Dual-Energy CT
In: IEEE Transactions on Radiation and Plasma Medical Sciences 6 (2022), p. 79-86
ISSN: 2469-7311
DOI: 10.1109/TRPMS.2021.3055199
BibTeX: Download - Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Maier A.:
Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
In: Smart Health 26 (2022), Article No.: 100347
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2022.100347
BibTeX: Download - Schröter H., Rosenkranz T., Escalante-B AN., Maier A.:
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering
In: IEEE/ACM Transactions on Audio, Speech and Language Processing 30 (2022), p. 2716-2728
ISSN: 2329-9290
DOI: 10.1109/TASLP.2022.3198548
BibTeX: Download - Sievert M., Aubreville M., Gostian AO., Mantsopoulos K., Koch M., Müller-Hübner S., Eckstein M., Rupp R., Stelzle F., Oetter N., Maier A., Iro H., Goncalves M.:
Validity of tissue homogeneity in confocal laser endomicroscopy on the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma
In: European Archives of Oto-Rhino-Laryngology (2022)
ISSN: 0937-4477
DOI: 10.1007/s00405-022-07304-y
BibTeX: Download
Book Contributions
- Song H., Liu C., Folle L., Maier A.:
Multi-organ Segmentation with Partially Annotated Datasets
In: Bildverarbeitung für die Medizin 2022, Wiesbaden: Springer Vieweg, 2022, p. 216-221
ISBN: 9783658369316
DOI: 10.1007/978-3-658-36932-3_46
BibTeX: Download - Folle L., Tkotz K., Gadjimuradov F., Kapsner L., Fabian M., Bickelhaupt S., Simon D., Kleyer A., Krönke G., Zaiß M., Nagel AM., Maier A.:
Towards Super-resolution CEST MRI for Visualization of Small Structures
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, ThomasTolxdorff (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: Springer Vieweg, 2022, p. 210-215 (Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26–28, 2022)
ISBN: 978-3-658-36932-3
DOI: 10.1007/978-3-658-36932-3_45
BibTeX: Download
Conference Contributions
- Chatterjee S., Ramachandran A., Neergaard TF., Maier A., Bayer S.:
Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning (Hybrid, December 9, 2022 - December 9, 2022)
In: NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning 2022
Open Access: https://www.climatechange.ai/papers/neurips2022/46
URL: https://www.climatechange.ai/papers/neurips2022/46
BibTeX: Download - Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
International Conference on Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
In: PMLR (ed.): PMLR 2022
URL: https://proceedings.mlr.press/v172/denzinger22a.html
BibTeX: Download - Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
Neural Networks for Distinguishing Rheumatoid Arthritis from Psoriatic Arthritis by Using Magnetic Resonance Imaging
ACR Convergence 2022 (Philadelphia, PA, November 10, 2022 - November 14, 2022)
In: Arthritis Rheumatol. 2022
Open Access: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
URL: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
BibTeX: Download - Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
In: Wang L, Dou Q, Fletcher PT, Speidel S, Li S (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, Cham: 2022
DOI: 10.1007/978-3-031-16449-1_59
BibTeX: Download - Sindel A., Hohberger B., Maier A., Christlein V.:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022 (Singapore, September 18, 2022 - September 22, 2022)
In: Wang, L., Dou, Q., Fletcher, P.T., Speidel, S., Li, S. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 2022
DOI: 10.1007/978-3-031-16446-0_11
BibTeX: Download - Hernandez A., Klumpp P., Das BK., Maier A., Yang SH.:
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech
25th International Conference on Text, Speech and Dialogue (Brno, Czech Republic, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Text, Speech, and Dialogue 25th International Conference, TSD 2022, Brno, Czech Republic, September 6–9, 2022, Proceedings, Springer Nature Switzerland AG: 2022
DOI: 10.1007/978-3-031-16270-1_24
URL: https://link.springer.com/chapter/10.1007/978-3-031-16270-1_24
BibTeX: Download - Hernandez A., Perez Toro PA., Nöth E., Orozco Arroyave JR., Maier A., Yang SH.:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition
Interspeech (Seoul, September 18, 2022 - September 22, 2022)
In: Proceedings of Interspeech 2022 2022
DOI: 10.21437/Interspeech.2022-10674
URL: https://www.isca-speech.org/archive/interspeech_2022/hernandez22_interspeech.html
BibTeX: Download - Meister F., Audigier C., Passerini T., Lluch È., Mihalef V., Maier A., Tommaso M.:
Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
In: Springerf (ed.): 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VII, Singapore: 2022
DOI: 10.1007/978-3-031-16449-1_17
BibTeX: Download - Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto J., Maier A.:
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT
25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore, SGP, September 18, 2022 - September 22, 2022)
In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16434-7_50
BibTeX: Download - Reymann M., Massanes F., Kuwert T., Vija AH., Maier A.:
Effect of High-Uptake Regions with Inconsistent Motion on Data Driven Respiratory Gating in SPECT Myocardial Perfusion Imaging using Digital Phantoms
In: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, NEW YORK: 2022
BibTeX: Download - Bergler C., Barnhill A., Perrin D., Schmitt M., Maier A., Nöth E.:
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning
23nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, Korea, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 2022
DOI: 10.21437/interspeech.2022-846
BibTeX: Download - Zinnen M., Madhu P., Bell P., Maier A., Christlein V.:
Transfer Learning for Olfactory Object Detection
Digital Humanities 2022 (Tokyo, Japan, Online, July 25, 2022 - July 29, 2022)
In: Alliance of Digital Humanities Organizations (ed.): Digital Humanities 2022 Conference Abstracts 2022
Open Access: https://arxiv.org/abs/2301.09906
URL: https://dh2022.dhii.asia/dh2022bookofabsts.pdf
BibTeX: Download - Folle L., Meinderink T., Simon D., Liphardt AM., Thies M., Krönke G., Schett G., Kleyer A., Maier A.:
Automated Bone Density Measurements using Deep Learning
QMSKI (Nordwijk, June 12, 2022 - June 17, 2022)
In: Bert van Rietbergen, Harry van Lenthe, Quentin Grimal (ed.): 23 2022
BibTeX: Download - Schmidt A., Madhu P., Maier A., Christlein V., Kosti RV.:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings
2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, April 19, 2022 - April 22, 2022)
DOI: 10.1109/IPTA54936.2022.9784144
BibTeX: Download - Madhu P., Meyer A., Zinnen M., Mührenberg L., Suckow D., Bendschus T., Reinhardt C., Bell P., Verstegen U., Kosti RV., Maier A., Christlein V.:
One-Shot Object Detection in Heterogeneous Artwork Datasets
2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, Austria, April 19, 2022 - April 22, 2022)
DOI: 10.1109/IPTA54936.2022.9784141
BibTeX: Download - Lam K., Husvogt L., Yaghy A., Camacho A., Maier A., Waheed NK.:
Automatic identification of Microaneurysms in Diabetic Retinopathy patients utilizing an nn-UNet
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2022
BibTeX: Download - Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Maier A., Roemer F., Simon D., Schett G.:
CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING
EULAR Congress (Kopenhagen, June 1, 2022 - June 4, 2022)
In: Prof Josef Smolen (ed.): Supplement 1 2022
DOI: 10.1136/annrheumdis-2022-eular.966
URL: https://ard.bmj.com/content/81/Suppl_1/194.2
BibTeX: Download - Schottenhamml J., Würfl T., Ploner S., Husvogt L., Hohberger B., Fujimoto JG., Maier A.:
Unsupervised OCT Denoising using speckle split
ARVO annual meeting 2022 (Denver)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2022
DOI: 10.1038/s41598-023-37324-5
BibTeX: Download - Mayr M., Felker A., Maier A., Christlein V.:
Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents
15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-06555-2_40
BibTeX: Download - Mattick A., Mayr M., Maier A., Christlein V.:
Is Multitask Learning Always Better?
15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, May 22, 2022 - May 25, 2022)
In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-06555-2_45
BibTeX: Download - Huang Y., Maier A., Sommer P., Fischer S., Srinivasan AL., Fietkau R., Bert C., Putz F.:
Deep Learning based Prediction of Glioma Growth by using "Growing Neural Cellular Automata"
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
BibTeX: Download - Kim J., Gadjimuradov F., Benkert T., Vahle T., Maier A.:
Deep Learning-Based Respiratory Motion Correction in Free-Breathing Abodiminal Diffusion-Weighted Imaging
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download - Sommer P., Huang Y., Srinivasan AL., Fischer S., Dörfler A., Schmidt M., Frey B., Maier A., Fietkau R., Bert C., Putz F.:
Distinguishing Progression and Radionecrosis in large progressive Brain Metastases after Stereotaxy by integrating Radiomics, Dose Radiomics and clinical Risk Factors
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
BibTeX: Download - Sommer P., Huang Y., Fischer S., Srinivasan AL., Dörfler A., Schmidt M., Frey B., Maier A., Fietkau R., Bert C., Putz F.:
Identification of High-risk Metastases in MRI Follow-up after Stereotaxic by using Radiomics and Delta Radiomics
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
BibTeX: Download - Dörfler A., Huang Y., Bert C., Sommer P., Frey B., Gaipl U., Distel L., Weissmann T., Uder M., Schmidt M., Maier A., Fietkau R., Putz F.:
Improvement of Deep Learning-based Auto-detection of Brain Metastases by Integrating previous MRI Images
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
BibTeX: Download - Bergler C., Schmitt M., Maier A., Cheng RX., Barth V., Nöth E.:
ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Singapore, May 22, 2022 - May 27, 2022)
In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
DOI: 10.1109/icassp43922.2022.9746623
BibTeX: Download - Huang Y., Maier A., Sommer P., Fischer S., Srinivasan AL., Fietkau R., Bert C., Putz F.:
Deep Learning basierte Vorhersage von Gliomwachstum mittels Growing Neural Cellular Automata
DEGRO 2022 (Stuttgart, May 26, 2022 - May 28, 2022)
In: Strahlentherapie und Onkologie 2022
DOI: 10.1007/s00066-022-01932-3
URL: https://link.springer.com/article/10.1007/s00066-022-01932-3
BibTeX: Download - Huang Y., Bert C., Sommer P., Frey B., Gaipl U., Distel L., Weissmann T., Uder M., Schmidt M., Dörfler A., Maier A., Fietkau R., Putz F.:
Verbesserung der Deep Learning basierten Autodetektion von Hirnmetastasen durch Integration von MRT-Voraufnahmen
DEGRO 2022 (Stuttgart, May 26, 2022 - May 28, 2022)
In: Strahlentherapie und Onkologie 2022
DOI: 10.1007/s00066-022-01932-3
URL: https://link.springer.com/article/10.1007/s00066-022-01932-3
BibTeX: Download - Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_17
BibTeX: Download - Sindel A., Hohberger B., Fassihi Dehcordi S., Mardin CY., Lämmer R., Maier A., Christlein V.:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein, K., Deserno, T.M., Handels, H., Maier, A., Palm, C., Tolxdorff, T. (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_12
URL: https://arxiv.org/pdf/2201.02242.pdf
BibTeX: Download - Schlereth M., Stromer D., Breininger K., Wagner A., Tan L., Maier A., Knieling F.:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_60
BibTeX: Download - Ravi A., Kordon F., Maier A.:
Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_20
BibTeX: Download - Kunzmann S., Marzahl C., Denzinger F., Bertram C., Klopfleisch R., Breininger K., Christlein V., Maier A.:
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_48
BibTeX: Download - Fu W., Husvogt L., Breininger K., Schaffert R., Abu-Qamar O., Fujimoto JG., Maier A.:
Form Follows Function: Smart Network Design Enables Zero-shot Network Reuse
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_26
BibTeX: Download - El-Ghoussani A., Rodriguez Salas D., Seuret M., Maier A.:
GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_66
BibTeX: Download - Sukesh R., Fieselmann A., Jaganathan S., Shetty K., Kaergel R., Kordon F., Kappler S., Maier A.:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_13
BibTeX: Download - Eckert D., Ritschl L., Herbst M., Wicklein J., Vesal S., Kappler S., Maier A., Stober S.:
Deep learning based denoising of mammographic x-ray images: an investigation of loss functions and their detail-preserving properties
Medical Imaging 2022: Physics of Medical Imaging (Virtual, Online, March 21, 2022 - March 27, 2022)
In: Wei Zhao, Lifeng Yu (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2022
DOI: 10.1117/12.2612403
BibTeX: Download - Kunze H., Kordon F., Maier A., Breininger K.:
Direct and indirect image rotation estimation methods of orthopedic x-ray images
SPIE Medical Imaging 2022 (San Diego, CA, February 20, 2022 - March 28, 2022)
In: Išgum I, Colliot O (ed.): Medical Imaging 2022: Image Processing 2022
DOI: 10.1117/12.2606045
BibTeX: Download - Martín Vicario C., Kordon F., Denzinger F., El Barbari JS., Privalov M., Franke J., Maier A., Kunze H.:
Normalization techniques for CNN based analysis of surgical cone beam CT volumes
SPIE Medical Imaging 2022 (San Diego, California, February 20, 2022 - March 28, 2022)
In: Išgum I, Colliot O (ed.): Medial Imaging 2022, Image Processing 2022
DOI: 10.1117/12.2606973
BibTeX: Download - Nau M., Schiffers F., Li Y., Xu B., Maier A., Tumblin J., Walton M., Katsaggelos AK., Willomitzer F., Cossairt O.:
Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices
Asilomar Conference on Signals, Systems, and Computers (Pacific Grove, United States, October 31, 2021 - November 3, 2021)
In: IEEE (ed.): Asilomar Proceedings 2022
DOI: 10.1109/IEEECONF53345.2021.9723389
BibTeX: Download - Thamm F., Taubmann O., Jürgens M., Ditt H., Maier A.:
Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations
Bildverarbeitung für die Medizin 2022 (Deutsches Krebsforschungszentrum, Heidelberg, Deutschland, March 20, 2022 - March 22, 2022)
In: Bildverarbeitung für die Medizin 2022 2022
DOI: 10.1007/978-3-658-36932-3_9
BibTeX: Download - Zippert P., Seuret M., Maier A., Hausotte T.:
Influence of X-Ray Radiation on Historical Paper
11th Conference on Industrial Computed Tomography (Wels, Austria, February 8, 2022 - February 11, 2022)
DOI: 10.58286/26625
URL: https://www.ndt.net/article/ctc2022/papers/ICT2022_paper_id264.pdf
BibTeX: Download - Perez Toro PA., Klumpp P., Hernandez A., Arias Vergara T., Lillo P., Slachevsky A., García AM., Schuster M., Maier A., Nöth E., Orozco Arroyave JR.:
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
DOI: 10.21437/Interspeech.2022-10883
BibTeX: Download - Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Seitz A., Mahrholdt H., Toupin S., Pezel T., Garot J., Wetzl J., Maier A.:
Automated Time Adjusted Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging – Validation and Application on Patient Datasets
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download - Thamm F., Taubmann O., Jürgens M., Thamm A., Denzinger F., Rist L., Ditt H., Maier A.:
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
DOI: 10.1007/978-3-031-16437-8_61
URL: https://link.springer.com/chapter/10.1007/978-3-031-16437-8_61
BibTeX: Download - Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
Open Access: https://openreview.net/pdf?id=vVPMifME8b
BibTeX: Download - Schäfer P., Perez Toro PA., Klumpp P., Orozco Arroyave JR., Nöth E., Maier A., Abad A., Schuster M., Arias Vergara T.:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, KOR, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
BibTeX: Download - Schäfer P., Pérez Toro PA., Klumpp P., Orozco-Arroyave JR., Nöth E., Maier A., Abad A., Schuster M., Arias Vergara T.:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
URL: https://www.scopus.com/record/display.uri?eid=2-s2.0-85140086069∨igin=inward
BibTeX: Download - Rohleder M., Gottschalk T., Maier A., Kreher BW.:
Cross-Domain Metal Segmentation for CBCT Metal Artifact Reduction
7th International Conference on Image Formation in X-Ray Computed Tomography (Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646382
BibTeX: Download - Schröter H., Escalante-B AN., Rosenkranz T., Maier A.:
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio
International Workshop on Acoustic Signal Enhancement (IWAENC 2022) (Bamberg, September 5, 2022 - September 8, 2022)
In: International Workshop on Acoustic Signal Enhancement (IWAENC 2022) 2022
DOI: 10.1109/iwaenc53105.2022.9914782
URL: https://github.com/Rikorose/DeepFilterNet
BibTeX: Download - Schröter H., Escalante-B AN., Rosenkranz T., Maier A.:
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering
ICASSP 2022 (Singapore, May 22, 2022 - May 27, 2022)
In: ICASSP 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
DOI: 10.1109/icassp43922.2022.9747055
URL: https://github.com/Rikorose/DeepFilterNet
BibTeX: Download - Amsel D., Yoon SS., Wetzl J., Maier A.:
Diffeomorphic Image Registration for CINE Cardio MR images using deep learning
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download - Reymann M., Massanes F., Kuwert T., Vija H., Maier A.:
Digital Twinning of Dynamic Anthropomorphic Population for Assessment of Data Driven Respiratory Gating Methods in SPECT
In: IEEE Nuclear Science Symposium and Medical Imaging Conference, Milano: 2022
BibTeX: Download - Weise T., Maier A., Nöth E., Heismann B., Schuster M., Yang SH.:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment
Proceedings of INTERSPEECH 2022 (Songdo)
BibTeX: Download - Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
Dissecting Glaciers - Can an Automated Bio-Medical Image Segmentation Tool also Segment Glaciers?
EGU General Assembly 2022 (Vienna, Austria, May 23, 2022 - May 27, 2022)
DOI: 10.5194/egusphere-egu22-2726
BibTeX: Download - Bhandary Panambur A., Madhu P., Maier A.:
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning
German Workshop on Medical Image Computing, 2022
DOI: 10.1007/978-3-658-36932-3_38
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Efficient Exploitation of Image Repetitions in MR Reconstruction
Medical Imaging with Deep Learning (Zürich)
Open Access: https://openreview.net/forum?id=7CnEuy4_Iwv
BibTeX: Download - Yoon SS., Gadjimuradov F., Schmidt M., Wetzl J., Maier A.:
Fully automated Machine Learning-based selection of optimal bSSFP frequency offset for artifact reduction in cardiac MRI
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
DOI: 10.1093/ehjci/jeac141.016
BibTeX: Download - Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
Fully automatic AI-based extraction of mitral valve motion parameters on long axis CINE images – validation and application on N=2000 patient datasets
Society for Cardiovascular Magnetic Resonance 25th Annual Scientific Sessions (Fort Lauderdale, February 2, 2022 - February 5, 2022)
BibTeX: Download - Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
Fully automatic AI-based valve motion parameter extraction on long axis CINE images – application on N=11000 patient datasets
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
DOI: 10.1093/ehjci/jeac141.020
BibTeX: Download - Vornehm M., Fenski M., Preuhs E., Maier A., Schulz-Menger J., Wetzl J., Giese D.:
Improving the Sensitivity to Myocardial Scar in Automatic Segmentations of Left Ventricular Myocardium on LGE Images
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2022
URL: https://index.mirasmart.com/ISMRM2022/PDFfiles/1014.html
BibTeX: Download - Schlereth M., Stromer D., Mantri Y., Tsujimoto J., Breininger K., Maier A., Anderson C., Garimella PS., Jokerst JV.:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_56
BibTeX: Download - Thies M., Wagner F., Gu M., Folle L., Felsner L., Maier A.:
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations
7th International Conference on Image Formation in X-Ray Computed Tomography (Baltimore, June 12, 2022 - June 16, 2022)
In: Proceedings Volume 12304, 7th International Conference on Image Formation in X-Ray Computed Tomography; 1230409 (2022) 2022
DOI: 10.1117/12.2646442
BibTeX: Download - Rivera Monroy L., Eberhardt M., Ostalecki C., Baur A., Vera J., Maier A.:
Melanoma Segmentation and Classification Employing Imaging and Graph Encodings
7th IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2022 (Washington, DC, November 17, 2022 - November 19, 2022)
In: Proceedings - 2022 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2022 2022
DOI: 10.1145/3551455.3559153
BibTeX: Download - Wagner F., Thies M., Karolczak M., Pechmann S., Huang Y., Gu M., Kling L., Weidner D., Aust O., Schett G., Christiansen S., Maier A.:
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_22
BibTeX: Download - Vornehm M., Fenski M., Preuhs E., Maier A., Schulz-Menger J., Wetzl J., Giese D.:
Myocardial scar segmentation on cardiac LGE images with reduced contrast agent dose using deep learning
24. Jahrestagung der Deutschen Sektion der ISMRM (Aachen, September 21, 2022 - September 24, 2022)
In: Abstractband der 24. Jahrestagung der Deutschen Sektion der ISMRM 2022
BibTeX: Download - Stöwer P., Krauß P., Maier A.:
Neural network based successor representations to form cognitive maps
Bernstein Conference (Berlin, September 13, 2022 - September 16, 2022)
BibTeX: Download - Zinnen M., Madhu P., Kosti RV., Bell P., Maier A., Christlein V.:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition
26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA) (Montreal)
In: 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), NEW YORK: 2022
DOI: 10.1109/ICPR56361.2022.9956542
BibTeX: Download - Maier A., Yang SH., Maleki F., Muthukrishnan N., Forghani R.:
Offer Proprietary Algorithms Still Protection of Intellectual Property in the Age of Machine Learning?: A Case Study Using Dual Energy CT Data
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_70
BibTeX: Download - Klein L., Enzmann L., Byl A., Liu C., Sawall S., Maier A., Maier J., Lell M., Kachelrieß M.:
Organ-Specific vs. Patient Risk-Specific Tube Current Modulation in Thorax CT Scans Covering the Female Breast
7th International Conference on Image Formation in X-Ray Computed Tomography (Virtual, Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646582
BibTeX: Download - Demir K., May M., Schmid A., Uder M., Breininger K., Weise T., Maier A., Yang SH.:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis
25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16270-1_38
BibTeX: Download - Haase V., Noo F., Stierstorfer K., Maier A., McNitt-Gray M.:
Reproducibility in dual energy CT: the impact of a projection domain material decomposition method
7th International Conference on Image Formation in X-Ray Computed Tomography (Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646523
BibTeX: Download - Sindel A., Hernandez A., Yang SH., Christlein V., Maier A.:
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks
OAGM Workshop 2021 (, November 24, 2021 - November 25, 2021)
In: Proceedings of the OAGM Workshop 2021. Computer Vision and Pattern Analysis Across Domains 2022
DOI: 10.3217/978-3-85125-869-1-10
URL: https://openlib.tugraz.at/download.php?id=621f329186973&location=browse
BibTeX: Download - Öttl M., Mönius J., Marzahl C., Rübner M., Geppert CI., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_54
BibTeX: Download - Folle L., Tkotz K., Liebert A., Gadjimuradov F., Kapsner L., Fabian M., Bickelhaupt S., Simon D., Kleyer A., Krönke G., Roemer F., Zaiß M., Nagel AM., Maier A.:
Super-Resolution for CEST MRI
Joint annual meeting ISMRM-ESMRMB ISMRT (London, England, May 7, 2022 - May 12, 2022)
URL: https://submissions.mirasmart.com/ISMRM2022/itinerary/PresentationDetail.aspx?evdid=3032
BibTeX: Download - Gomaa A., Maier A., Kosti RV.:
Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment Analysis
26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA) (Montreal, CANADA)
In: 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), NEW YORK: 2022
DOI: 10.1109/ICPR56361.2022.9956637
BibTeX: Download - Popp A., Taubmann O., Thamm F., Ditt H., Maier A., Breininger K.:
Thrombus Detection in Non-Contrast Head CT using Graph Deep Learning
Bildverarbeitung in der Medizin 2022 (Heidelberg)
In: Bildverarbeitung in der Medizin 2022
DOI: 10.1007/978-3-658-36932-3_33
BibTeX: Download - Aust O., Thies M., Weidner D., Wagner F., Pechmann S., Mill L., Andreev D., Miyagawa I., Krönke G., Christiansen S., Uderhardt S., Maier A., Grüneboom A.:
Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network
German Workshop on Medical Image Computing, 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_68
BibTeX: Download - Pfaff L., Hoßbach J., Preuhs E., Arroyo Camejo S., Nickel MD., Maier A., Wuerfl T.:
Training a tunable, spatially-adaptive denoiser without clean targets
ISMRM
BibTeX: Download - Herl G., Maier A., Zabler S.:
X-ray CT Data Completeness Condition for Sets of Arbitrary Projections
7th International Conference on Image Formation in X-Ray Computed Tomography (Virtual, Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646435
BibTeX: Download
2021
Journal Articles
- Gottschalk T., Maier A., Kordon F., Kreher BW.:
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement
In: Journal Machine Learning for Biomedical Imaging December 2021 issue (2021)
ISSN: 2766-905X
Open Access: https://www.melba-journal.org/pdf/2021:018.pdf
BibTeX: Download - Bergler C., Gebhard A., Towers JR., Butyrev L., Sutton GJ., Shaw TJH., Maier A., Nöth E.:
FIN-PRINT a fully-automated multi-stage deep-learning-based framework for the individual recognition of killer whales
In: Scientific Reports 11 (2021), p. 1-16
ISSN: 2045-2322
DOI: 10.1038/s41598-021-02506-6
BibTeX: Download - Haas O., Maier A., Rothgang E.:
Machine Learning-Based HIV Risk Estimation Using Incidence Rate Ratios
In: Frontiers in Reproductive Health 3 (2021)
ISSN: 2673-3153
DOI: 10.3389/frph.2021.756405
BibTeX: Download - Wenninger M., Maier A., Schmidt J.:
DEDDIAG, a domestic electricity demand dataset of individual appliances in Germany
In: Scientific Data 8 (2021), Article No.: 176
ISSN: 2052-4463
DOI: 10.1038/s41597-021-00963-2
BibTeX: Download - Zhong X., Amrehn M., Ravikumar N., Chen S., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
In: Scientific Reports 11 (2021), Article No.: 3311
ISSN: 2045-2322
DOI: 10.1038/s41598-021-82370-6
BibTeX: Download - Marzahl C., Aubreville M., Bertram CA., Maier J., Bergler C., Kröger C., Voigt J., Breininger K., Klopfleisch R., Maier A.:
EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control
In: Scientific Reports 11 (2021), Article No.: 4343
ISSN: 2045-2322
DOI: 10.1038/s41598-021-83827-4
BibTeX: Download - Schottenhamml J., Wuerfl T., Mardin S., Ploner S., Husvogt L., Hohberger B., Lämmer R., Mardin C., Maier A.:
Glaucoma classification in 3 x 3 mm en face macular scans using deep learning in a different plexus
In: Biomedical Optics Express 12 (2021), p. 7434-7444
ISSN: 2156-7085
DOI: 10.1364/BOE.439991
URL: https://opg.optica.org/boe/fulltext.cfm?uri=boe-12-12-7434&id=464725
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network
In: Magnetic Resonance in Medicine (2021)
ISSN: 0740-3194
DOI: 10.1002/mrm.29100
BibTeX: Download - Haas O., Maier A., Rothgang E.:
Rule-Based Models for Risk Estimation and Analysis of In-hospital Mortality in Emergency and Critical Care
In: Frontiers in Medicine 8 (2021)
ISSN: 2296-858X
DOI: 10.3389/fmed.2021.785711
BibTeX: Download - Meister F., Passerini T., Audigier C., Lluch È., Mihalef V., Ashikaga H., Maier A., Halperin H., Mansi T.:
Extrapolation of Ventricular Activation Times From Sparse Electroanatomical Data Using Graph Convolutional Neural Networks
In: Frontiers in Physiology 12 (2021)
ISSN: 1664-042X
DOI: 10.3389/fphys.2021.694869
BibTeX: Download - Davari A., Islam S., Seehaus T., Hartmann A., Braun M., Maier A., Christlein V.:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
In: IEEE Transactions on Geoscience and Remote Sensing (2021), p. 1-12
ISSN: 0196-2892
DOI: 10.1109/TGRS.2021.3115883
URL: https://arxiv.org/abs/2102.08312
BibTeX: Download - Lai X., Zhou J., Wessely A., Heppt M., Maier A., Berking C., Vera J., Zhang L.:
A disease network-based deep learning approach for characterizing melanoma
In: International Journal of Cancer (2021)
ISSN: 0020-7136
DOI: 10.1002/ijc.33860
BibTeX: Download - Dos Reis ES., Seewald LA., Antunes RS., Rodrigues VF., Righi RDR., Da Costa CA., Da Silveira Jr LG., Eskofier B., Maier A., Horz T., Fahrig R.:
Monocular multi-person pose estimation: A survey
In: Pattern Recognition 118 (2021)
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2021.108046
BibTeX: Download - Haas O., Lopera Gonzalez LI., Hofmann S., Ostgathe C., Maier A., Rothgang E., Amft O., Steigleder T.:
Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining
In: Frontiers in Digital Health 3 (2021)
ISSN: 2673-253X
DOI: 10.3389/fdgth.2021.724049
BibTeX: Download - Sindel A., Klinke T., Maier A., Christlein V.:
ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints
In: Journal of Imaging 7 (2021), Article No.: 120
ISSN: 2313-433X
DOI: 10.3390/jimaging7070120
URL: https://www.mdpi.com/2313-433X/7/7/120
BibTeX: Download - Haas O., Hutzler M., Egginger TH., Maier A., Rothgang E.:
Automating Time-Consuming and Error-Prone Manual Nursing Management Documentation Processes
In: CIN - Computers, Informatics, Nursing Publish Ahead of Print (2021)
ISSN: 1538-2931
DOI: 10.1097/CIN.0000000000000790
BibTeX: Download - Anchang CG., Xu C., Raimondo MG., Atreya R., Maier A., Schett G., Zaburdaev V., Rauber S., Ramming A.:
The potential of omics technologies for the treatment of immune‐mediated inflammatory diseases
In: International Journal of Molecular Sciences 22 (2021), Article No.: 7506
ISSN: 1422-0067
DOI: 10.3390/ijms22147506
BibTeX: Download - Schilling A., Maier A., Gerum R., Metzner C., Krauß P.:
Quantifying the separability of data classes in neural networks
In: Neural Networks 139 (2021), p. 278-293
ISSN: 0893-6080
DOI: 10.1016/j.neunet.2021.03.035
BibTeX: Download - Sievert M., Eckstein M., Mantsopoulos K., Müller SK., Stelzle F., Aubreville M., Oetter N., Maier A., Iro H., Goncalves M.:
Impact of intraepithelial capillary loops and atypical vessels in confocal laser endomicroscopy for the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma
In: European Archives of Oto-Rhino-Laryngology (2021)
ISSN: 0937-4477
DOI: 10.1007/s00405-021-06954-8
BibTeX: Download - Hoffmann M., Köhler T., Doll B., Schebesch F., Talkenberg F., Peters IM., Brabec C., Maier A., Christlein V.:
Joint Super-Resolution and Rectification for Solar Cell Inspection
In: IEEE Journal of Photovoltaics 11 (2021), p. 1051-1058
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2021.3072229
URL: https://arxiv.org/pdf/2011.05003.pdf
BibTeX: Download - Deitsch S., Buerhop-Lutz C., Sovetkin E., Steland A., Gallwitz F., Maier A., Rieß C.:
Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images
In: Machine Vision and Applications 32 (2021), Article No.: 84
ISSN: 1432-1769
DOI: 10.1007/s00138-021-01191-9
URL: https://arxiv.org/pdf/1806.06530.pdf
BibTeX: Download
(Techreport) - Hoffmann M., Buerhop-Lutz C., Reeb L., Pickel T., Winkler T., Doll B., Würfl T., Peters IM., Brabec C., Maier A., Christlein V.:
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements
In: Progress in Photovoltaics: Research and Applications (2021)
ISSN: 1099-159X
DOI: 10.1002/pip.3416
BibTeX: Download - Maier J., Maier A., Eskofier B., Fahrig R., Choi JH.:
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
In: IEEE Access 9 (2021), p. 71821-71831
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3079368
BibTeX: Download - Folle L., Meinderink T., Simon D., Liphardt AM., Krönke G., Schett G., Kleyer A., Maier A.:
Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density
In: Scientific Reports 11 (2021), p. 9697
ISSN: 2045-2322
DOI: 10.1038/s41598-021-89111-9
BibTeX: Download - Krauß P., Metzner C., Joshi N., Schulze H., Traxdorf M., Maier A., Schilling A.:
Analysis and visualization of sleep stages based on deep neural networks
In: Neurobiology of Sleep and Circadian Rhythms 10 (2021), Article No.: 100064
ISSN: 2451-9944
DOI: 10.1016/j.nbscr.2021.100064
BibTeX: Download - Huang Y., Preuhs A., Manhart M., Lauritsch G., Maier A.:
Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography
In: IEEE Transactions on Medical Imaging (2021), Article No.: 9400411
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3072568
URL: https://ieeexplore.ieee.org/document/9400411
BibTeX: Download - Huang Y., Fan F., Syben-Leisner C., Roser P., Mill L., Maier A.:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102028
URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
BibTeX: Download - Mill L., Wolff D., Gerrits N., Philipp P., Kling L., Vollnhals F., Ignatenko A., Jaremenko C., Huang Y., De Castro O., Audinot JN., Nelissen I., Wirtz T., Maier A., Christiansen S.:
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation
In: Small Methods (2021)
ISSN: 2366-9608
DOI: 10.1002/smtd.202100223
URL: https://onlinelibrary.wiley.com/doi/full/10.1002/smtd.202100223
BibTeX: Download - Venator M., El Himer Y., Aklanoglu S., Bruns E., Maier A.:
Self-Supervised Learning of Domain-Invariant Local Features for Robust Visual Localization under Challenging Conditions
In: IEEE Robotics and Automation Letters (2021)
ISSN: 2377-3766
DOI: 10.1109/LRA.2021.3059571
URL: https://ieeexplore.ieee.org/document/9354898
BibTeX: Download - Geng M., Tian Z., Jiang Z., You Y., Feng X., Xia Y., Yang K., Ren Q., Meng X., Maier A., Lu Y.:
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography
In: IEEE Transactions on Medical Imaging 40 (2021), p. 571-584
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.3031617
BibTeX: Download - Jiang Z., Huang Z., Qiu B., Meng X., You Y., Liu X., Geng M., Liu G., Zhou C., Yang K., Maier A., Ren Q., Lu Y.:
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography
In: IEEE transactions on medical imaging 40 (2021), p. 688-698
ISSN: 1558-254X
DOI: 10.1109/TMI.2020.3035154
BibTeX: Download - Gourmelon N., Bayer S., Mayle M., Bach G., Bebber C., Munck C., Sosna C., Maier A.:
Implications of Experiment Set-Ups for Residential Water End-Use Classification
In: Water 13 (2021), Article No.: 236
ISSN: 2073-4441
DOI: 10.3390/w13020236
URL: https://www.mdpi.com/2073-4441/13/2/236
BibTeX: Download - Vesal S., Gu M., Kosti RV., Maier A., Ravikumar N.:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
In: IEEE transactions on medical imaging (2021)
ISSN: 1558-254X
DOI: 10.1109/TMI.2021.3066683
BibTeX: Download - Xiong Z., Xia Q., Hu Z., Huang N., Bian C., Zheng Y., Vesal S., Ravikumar N., Maier A., Yang X., Heng PA., Ni D., Li C., Tong Q., Si W., Puybareau E., Khoudli Y., Géraud T., Chen C., Bai W., Rueckert D., Xu L., Zhuang X., Luo X., Jia S., Sermesant M., Liu Y., Wang K., Borra D., Masci A., Corsi C., de Vente C., Veta M., Karim R., Preetha CJ., Engelhardt S., Qiao M., Wang Y., Tao Q., Nuñez-Garcia M., Camara O., Savioli N., Lamata P., Zhao J.:
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
In: Medical Image Analysis 67 (2021), Article No.: 101832
ISSN: 1361-8415
DOI: 10.1016/j.media.2020.101832
BibTeX: Download - Dreizin D., Goldmann F., LeBedis C., Boscak A., Dattwyler M., Bodanapally U., Li G., Anderson S., Maier A., Unberath M.:
An Automated Deep Learning Method for Tile AO/OTA Pelvic Fracture Severity Grading from Trauma whole-Body CT
In: Journal of Digital Imaging (2021)
ISSN: 0897-1889
DOI: 10.1007/s10278-020-00399-x
BibTeX: Download - Felsner L., Roser P., Maier A., Riess C.:
Comparison of methods for sensitivity correction in Talbot–Lau computed tomography
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02487-x
BibTeX: Download - Sievert M., Auberville M., Oetter N., Stelzle F., Maier A., Mantsopoulos K., Iro H., Goncalves M.:
Confocal laser endomicroscopy of head and neck squamous cell carcinoma: a systematic review Konfokale Laser-Endomikroskopie des Kopf-Hals-Plattenepithelkarzinoms: eine systematische Übersicht
In: Laryngo-Rhino-Otologie (2021)
ISSN: 0935-8943
DOI: 10.1055/a-1339-1635
BibTeX: Download - Hoppe E., Wetzl J., Yoon SS., Bacher M., Roser P., Stimpel B., Preuhs A., Maier A.:
Deep learning-based ECG-free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
DOI: 10.1109/tmi.2021.3073091
BibTeX: Download - Ploner S., Kraus M., Moult EM., Husvogt L., Schottenhamml J., Yasin Alibhai A., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Efficient and high accuracy 3-D OCT angiography motion correction in pathology
In: Biomedical Optics Express 12 (2021), p. 125-146
ISSN: 2156-7085
DOI: 10.1364/BOE.411117
URL: https://www.osapublishing.org/boe/fulltext.cfm?uri=boe-12-1-125
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
In: Journal of Imaging (2021)
ISSN: 2313-433X
DOI: 10.3390/jimaging7080133
BibTeX: Download - Venator M., Aklanoglu S., Bruns E., Maier A.:
Enhancing Collaborative Road Scene Reconstruction with Unsupervised Domain Alignment
In: Machine Vision and Applications (2021)
ISSN: 1432-1769
DOI: 10.1007/s00138-020-01144-8
BibTeX: Download - Herrler J., Liebig P., Gumbrecht R., Ritter D., Schmitter S., Maier A., Schmidt M., Uder M., Dörfler A., Nagel AM.:
Fast online-customized (FOCUS) parallel transmission pulses: A combination of universal pulses and individual optimization
In: Magnetic Resonance in Medicine (2021)
ISSN: 0740-3194
DOI: 10.1002/mrm.28643
BibTeX: Download - Sievert M., Oetter N., Aubreville M., Stelzle F., Maier A., Eckstein M., Mantsopoulos K., Gostian AO., Müller SK., Koch M., Agaimy A., Iro H., Goncalves M.:
Feasibility of intraoperative assessment of safe surgical margins during laryngectomy with confocal laser endomicroscopy: A pilot study
In: Auris Nasus Larynx (2021)
ISSN: 0385-8146
DOI: 10.1016/j.anl.2021.01.005
BibTeX: Download - Rücker N., Pflueger L., Maier A.:
Hardware Failure Prediction on Imbalanced Times Series Data: Generation of Artificial Data Using Gaussian Process and Applying LSTMFCN to Predict Broken Hardware
In: Journal of Digital Imaging (2021)
ISSN: 0897-1889
DOI: 10.1007/s10278-020-00411-4
BibTeX: Download - Maier A., Deserno TM., Handels H., Maier-Hein K., Palm C., Tolxdorff T.:
IJCARS: BVM 2021 special issue
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02534-7
BibTeX: Download - Sievert M., Stelzle F., Aubreville M., Müller SK., Eckstein M., Oetter N., Maier A., Mantsopoulos K., Iro H., Goncalves M.:
Intraoperative free margins assessment of oropharyngeal squamous cell carcinoma with confocal laser endomicroscopy: a pilot study
In: European Archives of Oto-Rhino-Laryngology (2021)
ISSN: 0937-4477
DOI: 10.1007/s00405-021-06659-y
BibTeX: Download - Fu W., Breininger K., Schaffert R., Pan Z., Maier A.:
“Keep it simple, scholar”: an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02340-1
BibTeX: Download - Husvogt L., Ploner S., Chen S., Stromer D., Schottenhamml J., Alibhai AY., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising
In: Biomedical Optics Express 12 (2021), p. 55-68
ISSN: 2156-7085
DOI: 10.1364/BOE.408903
URL: https://www.osapublishing.org/boe/fulltext.cfm?uri=boe-12-1-55&id=444277
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
MR-contrast-aware image-to-image translations with generative adversarial networks
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02433-x
BibTeX: Download - Schottenhamml J., Moult EM., Ploner S., Chen S., Novais E., Husvogt L., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
OCT-OCTA segmentation: Combining structural and blood flow information to segment bruch's membrane
In: Biomedical Optics Express 12 (2021), p. 84-99
ISSN: 2156-7085
DOI: 10.1364/BOE.398222
BibTeX: Download - Doll B., Hepp J., Hoffmann M., Schuler R., Buerhop-Lutz C., Peters IM., Hauch J., Maier A., Brabec C.:
Photoluminescence for Defect Detection on Full-Sized Photovoltaic Modules
In: IEEE Journal of Photovoltaics (2021)
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2021.3099739
BibTeX: Download - Gündel S., Setio AA., Ghesu FC., Grbic S., Georgescu B., Maier A., Comaniciu D.:
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
In: Medical Image Analysis (2021)
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102087
BibTeX: Download - Herl G., Hiller J., Thies M., Zaech JN., Unberath M., Maier A.:
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography
In: IEEE Transactions on Computational Imaging 7 (2021), p. 894-907
ISSN: 2333-9403
DOI: 10.1109/TCI.2021.3102824
BibTeX: Download - Utzschneider M., Müller M., Gast L., Lachner S., Behl NG., Maier A., Uder M., Nagel AM.:
Towards accelerated quantitative sodium MRI at 7 T in the skeletal muscle: Comparison of anisotropic acquisition- and compressed sensing techniques
In: Magnetic Resonance Imaging 75 (2021), p. 72-88
ISSN: 0730-725X
DOI: 10.1016/j.mri.2020.09.019
BibTeX: Download - Sievert M., Mantsopoulos K., Müller-Hübner S., Rupp R., Eckstein M., Stelzle F., Oetter N., Maier A., Aubreville M., Iro H., Goncalves M.:
Validation of a classification and scoring system for the diagnosis of laryngeal and pharyngeal squamous cell carcinomas by confocal laser endomicroscopy
In: Brazilian Journal of Otorhinolaryngology (2021)
ISSN: 1808-8694
DOI: 10.1016/j.bjorl.2021.06.002
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Syben-Leisner C., Felsner L., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
X-ray Scatter Estimation Using Deep Splines
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3074712
BibTeX: Download
Book Contributions
- Meister F., Passerini T., Audigier C., Lluch È., Mihalef V., Ashikaga H., Maier A., Halperin H., Mansi T.:
Graph Convolutional Regression of Cardiac Depolarization from Sparse Endocardial Maps
In: Esther Puyol Anton, Mihaela Pop, Maxime Sermesant, Victor Campello, Alain Lalande, Karim Lekadir, Avan Suinesiaputra, Oscar Camara, Alistair Young (ed.): Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2021, p. 23-34
ISBN: 9783030681067
DOI: 10.1007/978-3-030-68107-4_3
BibTeX: Download
Conference Contributions
- Chatterjee S., Bayer S., Maier A.:
Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model
Tackling Climate Change with Machine Learning: workshop at NeurIPS 2021 (Online, December 14, 2021 - December 14, 2021)
In: Tackling Climate Change with Machine Learning: workshop at NeurIPS 2021, https://www.climatechange.ai/events/neurips2021.html#accepted-works: 2021
Open Access: https://www.climatechange.ai/papers/neurips2021/42/paper.pdf
URL: https://www.climatechange.ai/events/neurips2021.html#accepted-works
BibTeX: Download - Hartmann A., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
Bayesian U-Net for Segmenting Glaciers in Sar Imagery
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (Brussels, July 11, 2021 - July 16, 2021)
DOI: 10.1109/IGARSS47720.2021.9554292
URL: https://arxiv.org/abs/2101.03249
BibTeX: Download - Holzmann M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
Glacier Calving Front Segmentation Using Attention U-Net
2021 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) (Brussels, July 11, 2021 - July 16, 2021)
DOI: 10.1109/IGARSS47720.2021.9555067
URL: https://arxiv.org/abs/2101.03247
BibTeX: Download - Dietrich-Sussner R., Davari A., Seehaus T., Braun M., Christlein V., Maier A., Rieß C.:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (Brussels, July 11, 2021 - July 16, 2021)
DOI: 10.1109/IGARSS47720.2021.9553853
URL: https://arxiv.org/abs/2101.03252
BibTeX: Download - Jiang G., Biswas A., Bergler C., Maier A.:
InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
151st Audio Engineering Society (AES) Convention (Las Vegas, Nevada, USA, October 11, 2021 - October 13, 2021)
In: Audio Engineering Society Convention 151 2021
BibTeX: Download - Jaganathan S., Wang J., Borsdorf A., Shetty K., Maier A.:
Deep Iterative 2D/3D Registration
MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (Strasbourg, September 27, 2021 - October 1, 2021)
In: Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 2021
DOI: 10.1007/978-3-030-87202-1_37
BibTeX: Download - Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Straßburg, September 27, 2021 - October 1, 2021)
In: de Bruijne M, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
DOI: 10.1007/978-3-030-87202-1_54
URL: https://link.springer.com/chapter/10.1007/978-3-030-87202-1_54
BibTeX: Download - Thamm F., Taubmann O., Denzinger F., Jürgens M., Ditt H., Maier A.:
SyNCCT: Synthetic Non-Contrast Images of the Brain from Single-Energy Computed Tomography Angiography
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 (Strasbourg, September 27, 2021 - October 1, 2021)
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
DOI: 10.1007/978-3-030-87234-2_64
URL: https://link.springer.com/chapter/10.1007/978-3-030-87234-2_64
BibTeX: Download - Thamm A., Herz M., Wiedemann M., Thamm F., Maier A.:
Failure and Risk Analysis based on Maintenance Reports of Machines Components in Manufacturing Industry
XIII. International Conference on the Theory of Machines and Mechanisms - TMM2020 (Liberec, September 7, 2021 - September 9, 2021)
DOI: 10.1007/978-3-030-83594-1_29
BibTeX: Download - Seuret M., Nicolaou A., Rodríguez-Salas D., Weichselbaumer N., Stutzmann D., Mayr M., Maier A., Christlein V.:
ICDAR 2021 Competition on Historical Document Classification
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, September 5, 2021 - September 10, 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Document Analysis and Recognition – ICDAR 2021 2021
DOI: 10.1007/978-3-030-86337-1_41
BibTeX: Download - Chaudhari P., Schirrmacher F., Maier A., Riess C., Köhler T.:
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing
DAGM German Conference on Pattern Recognition (virtual, September 28, 2021 - October 1, 2021)
BibTeX: Download - Marzahl C., Wilm F., Dressler FF., Tharun L., Perner S., Bertram CA., Kröger C., Voigt J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Robust Quad-Tree based Registration on Whole Slide Images
MICCAI Computational Pathlogy (COMPAY) Workshop
BibTeX: Download - Sindel A., Maier A., Christlein V.:
CraquelureNet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration
2021 IEEE International Conference on Image Processing (ICIP) (Online ( Anchorage, AK, USA ), September 19, 2021 - September 22, 2021)
DOI: 10.1109/ICIP42928.2021.9506071
URL: https://www.researchgate.net/publication/354690882_CraquelureNet_Matching_The_Crack_Structure_In_Historical_Paintings_For_Multi-Modal_Image_Registration
BibTeX: Download - Hoffmann M., Hepp J., Doll B., Buerhop-Lutz C., Peters IM., Brabec C., Maier A., Christlein V.:
Module-Power Prediction from PL Measurements using Deep Learning
(2021)
ISSN: 0160-837
DOI: 10.1109/PVSC43889.2021.9519005
URL: https://arxiv.org/pdf/2108.13640.pdf
BibTeX: Download - Nau M., Schiffers F., Li Y., Xu B., Maier A., Tumblin J., Walton M., Katsaggelos AK., Willomitzer F., Cossairt O.:
Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation
2021 IEEE International Conference on Image Processing (ICIP) (Anchorage, AK, USA, September 19, 2021 - September 22, 2021)
DOI: 10.1109/ICIP42928.2021.9506335
BibTeX: Download - Bergler C., Schmitt M., Maier A., Symonds H., Spong P., Ness S., Tzanetakis G., Nöth E.:
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, Czechia, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 2021
DOI: 10.21437/Interspeech.2021-616
BibTeX: Download - Khun Jush F., Dueppenbecker PM., Maier A.:
Data-Driven Speed-of-Sound Reconstruction for Medical Ultrasound: Impacts of Training Data Format and Imperfections on Convergence
Annual Conference on Medical Image Understanding and Analysis (Oxford, United Kingdom, July 12, 2021 - July 14, 2021)
In: Papie{ż} BW, Yaqub M, Jiao J, Namburete AIL, Noble JA (ed.): Medical Image Understanding and Analysis, Cham: 2021
DOI: 10.1007/978-3-030-80432-9_11
URL: https://link.springer.com/chapter/10.1007/978-3-030-80432-9_11#citeas
BibTeX: Download - Haas O., Maier A., Rothgang E.:
Using Associative Classification and Odds Ratios for In-Hospital Mortality Risk Estimation
Workshop on Interpretable ML in Healthcare at International Conference on Machine Learning (ICML). (Online, July 23, 2021 - July 23, 2021)
Open Access: https://www.cse.cuhk.edu.hk/~qdou/public/IMLH2021_files/15_CameraReady_OddsRatios.pdf
URL: https://sites.google.com/view/imlh2021/program
BibTeX: Download - Husvogt L., Abu-Qamar O., Levine E., Schottenhamml J., Ploner S., Breininger K., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Applying nnU-Net to the segmentation of microaneurysms in OCTA data in patients with non-proliferative diabetic retinopathy
ARVO Annual Meeting 2021
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773716
BibTeX: Download - Mardin CY., Schottenhamml J., Dehcordi SF., Müller M., Maier A., Hohberger B.:
'APSifyed' Bruch's membrane opening (BMO) based peripapillary OCT-A analysis
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2021
BibTeX: Download - Schottenhamml J., Ploner S., Husvogt L., Mardin S., Hohberger B., Mardin CY., Maier A.:
Deep Learning Glaucoma Classification in enface OCTA scans of the human macular region
ARVO Annual Meeting 2021
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2773575
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773575
BibTeX: Download - Ploner S., Schottenhamml J., Moult E., Husvogt L., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Improved OCT motion correction in pathology using advanced eye motion modeling
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2021
BibTeX: Download - Bennett N., Zhang H., Mueller K., Fahrig R., Maier A., Levenston M., Gold G., Wang A.:
Weight-Bearing C-Arm Cone-Beam CT Using a Dynamic Range Reducer (DyRaR): Initial Prototype and Phantom Studies
In: MEDICAL PHYSICS, HOBOKEN: 2021
BibTeX: Download - Folle L., Liu C., Simon D., Meinderink T., Liphardt AM., Krönke G., Schett G., Maier A., Kleyer A.:
Differential diagnosis of RA and PsA using neural networks on 3D bone shape of finger joints
EULAR 2021 Congress (Paris, June 2, 2021 - June 5, 2021)
In: Annals of the Rheumatic Diseases 2021 2021
DOI: 10.1136/annrheumdis-2021-eular.383
URL: https://ard.bmj.com/content/80/Suppl_1/86
BibTeX: Download - Dürrbeck C., Pflaum L., Schulz M., Kallis K., Geimer T., Abu-Hossin N., Strnad V., Maier A., Fietkau R., Bert C.:
Implant-based CT estimation towards adaptive breast brachytherapy
In: RADIOTHERAPY AND ONCOLOGY, CLARE: 2021
DOI: 10.1016/s0167-8140(21)06313-1
BibTeX: Download - Hoßbach J., Splitthoff D., Clifford B., Polak D., Cauley S., Maier A.:
Prospective motion assessment within multi-shot imaging using coil mixing of the data consistency error and deep learning
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - September 21, 2022)
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Partial Fourier Reconstruction in Liver DWI using a Recurrent Convolutional Network
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
JBFnet: Low Dose CT-denoising by Trainable Joint Bilateral Filtering
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_76
URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_76
BibTeX: Download - Gourmelon N., Seehaus T., Davari A., Braun M., Maier A., Christlein V.:
Tapping the Potential of Earth Observation - Calving Front Detection in SAR Images using Deep Learning Techniques
EGU General Assembly 2021 (, April 19, 2021 - May 30, 2021)
DOI: 10.5194/egusphere-egu21-11280
BibTeX: Download - Thamm F., Jürgens M., Ditt H., Maier A.:
Abstract: VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data
BVM Workshop 2021 (OTH Regensburg, March 8, 2021 - March 9, 2021)
In: BVM Workshop 2021
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
Acquisition Parameter Conditioned Magnetic Resonance Image-to-Image Translation
BVM Workshop 2021 (Virtual, March 7, 2021 - March 9, 2021)
In: Bildverarbeitung für die Medizin 2021 2021
DOI: 10.1007/978-3-658-33198-6_49
BibTeX: Download - Kordon F., Maier A., Kunze H.:
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_85
BibTeX: Download - Gottschalk T., Maier A., Kordon F., Kreher BW.:
Learning-based Patch-wise Metal Segmentation with Consistency Check
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_4
BibTeX: Download - Huang Y., Mill L., Stoll R., Kling L., Aust O., Wagner F., Grüneboom A., Schett G., Christiansen SH., Maier A.:
Semi-Permeable Filters for Interior Region of Interest Dose Reduction in X-Ray Microscopy
BVM 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Bildverarbeitung für die Medizin 2021
DOI: 10.1007/978-3-658-33198-6_16
URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_16
BibTeX: Download - Rodriguez Salas D., Seuret M., Vesal S., Maier A.:
Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network
Bildverarbeitung für die Medizin 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Palm, Christoph; Deserno, Thomas M.; Handels, Heinz;Maier, Andreas; Maier-Hein, Klaus;Tolxdorff, Thomas. (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6
BibTeX: Download - Maier J., Schottenhamml J., Madhu P., da Costa CA., Maier A.:
Analysis of Interventional Workflow Phases based on Image Classification
65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS) (Berlin (online conference), September 6, 2020 - September 9, 2020)
In: 65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS) 2021
DOI: 10.3205/20gmds187
URL: https://www.egms.de/static/en/meetings/gmds2020/20gmds187.shtml
BibTeX: Download - Hoppe E., Wetzl J., Roser P., Felsner L., Preuhs A., Maier A.:
2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_38
BibTeX: Download - Marzahl C., Bertram CA., Aubreville M., Petrick A., Weiler K., Gläsel AC., Fragoso M., Merz S., Bartenschlager F., Hoppe J., Langenhagen A., Jasensky AK., Voigt J., Klopfleisch R., Maier A.:
Abstract: Are Fast Labeling Methods Reliable?: A Case Study of Computer-aided Expert Annotations on Microscopy Slides
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_71
BibTeX: Download - Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., André F., Buß S., Görich J., Sühling M., Maier A.:
Abstract: Automatic CAD-RADS Scoring using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_24
BibTeX: Download - Chen S., Stromer D., Alnasser Alabdalrahim H., Schwab S., Weih M., Maier A.:
Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_69
BibTeX: Download - Aubreville M., Bertram CA., Marzahl C., Gurtner C., Dettwiler M., Schmidt A., Bartenschlager F., Merz S., Fragoso M., Kershaw O., Klopeisch R., Maier A.:
Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_60
BibTeX: Download - Marzahl C., Aubreville M., Bertram CA., Stayt J., Jasensky AK., Bartenschlager F., Fragoso M., Barton AK., Elsemann S., Jabari S., Krauth J., Madhu P., Voigt J., Hill J., Klopfleisch R., Maier A.:
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_13
BibTeX: Download - Gündel S., Setio AA., Grbic S., Maier A., Comaniciu D.:
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_68
BibTeX: Download - Husvogt L., Ploner S., Chen S., Stromer D., Schottenhamml J., Alibhai Y., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_61
BibTeX: Download - Roser P., Zhong X., Birkhold A., Preuhs A., Syben-Leisner C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_62
BibTeX: Download - Aubreville M., Bertram CA., Donovan TA., Marzahl C., Maier A., Klopfleisch R.:
A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_48
BibTeX: Download - Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Wetzl J., Maier A.:
A Deep-Learning-based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging
Society for Cardiovascular Magnetic Resonance (Virtual, February 17, 2021 - February 20, 2021)
BibTeX: Download - Wallraff S., Vesal S., Syben-Leisner C., Lutz R., Maier A.:
Age Estimation on Panoramic Dental X-ray Images using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_46
BibTeX: Download - Tripathi P., Obler R., Maier A., Janssen H.:
A Novel Trilateral Filter for Digital Subtraction Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_75
BibTeX: Download - Biendl M., Sindel A., Klinke T., Maier A., Christlein V.:
Automatic Chain Line Segmentation in Historical Prints
International Workshop on Fine Art Pattern Extraction and Recognition (FAPER) at International Conference on Pattern Recognition (ICPR) (Online (Milan, Italy), January 11, 2021 - January 11, 2021)
In: Pattern Recognition. ICPR International Workshops and Challenges 2021
DOI: 10.1007/978-3-030-68796-0_47
BibTeX: Download - Martín Vicario C., Kordon F., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment in Surgical Cone Beam CT-volumes
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_40
BibTeX: Download - Marzahl C., Bertram CA., Wilm F., Voigt J., Barton AK., Klopfleisch R., Breininger K., Maier A., Aubreville M.:
Cell Detection for Asthma on Partially Annotated Whole Slide Images: Learning to be EXACT
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_36
BibTeX: Download - Denzinger F., Wels M., Hopfgartner C., Lu J., Schöbinger M., Maier A., Sühling M.:
Coronary Plaque Analysis for CT Angiography Clinical Research
German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_53
BibTeX: Download - Bertram CA., Donovan TA., Tecilla M., Bartenschlager F., Fragoso M., Wilm F., Marzahl C., Breininger K., Maier A., Klopfleisch R., Aubreville M.:
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_33
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download - Naderi Boldaji H., Patwari M., Reymann M., Gutjahr R., Raupach R., Maier A.:
Deep Learning based Model Observers for Multi - Modal Imaging
16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Leuven, Belgium, July 19, 2021 - July 23, 2021)
BibTeX: Download - Haase V., Stierstorfer K., Hahn K., Schöndube H., Maier A., Noo F.:
Estimation of statistical weights for model-based iterative ct reconstruction
Medical Imaging 2021: Physics of Medical Imaging (, February 15, 2021 - February 19, 2021)
In: Hilde Bosmans, Wei Zhao, Lifeng Yu (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2021
DOI: 10.1117/12.2581566
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
Fat-Saturated MR Image Synthesis with Acquisition Parameter-Conditioned Image-to-Image Generative Adversarial Network
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download - Monzon M., Yoon SS., Fischer C., Maier A., Wetzl J., Giese D.:
Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/2664.html
BibTeX: Download - Felsner L., Syben-Leisner C., Maier A., Riess C.:
Helical Dark-field Fiber Reconstruction
International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D)
BibTeX: Download - Haase V., Hahn K., Schondube H., Stierstorfer K., Maier A., Noo F.:
Image Reconstruction from Real Dual Energy CT Data Using an Analytical Energy Response Model
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2021 (Virtual, Yokohama, JPN, October 16, 2021 - October 23, 2021)
In: Hideki Tomita, Tatsuya Nakamura (ed.): 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022 2021
DOI: 10.1109/NSS/MIC44867.2021.9875701
BibTeX: Download - Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_81
BibTeX: Download - Wilm F., Bertram CA., Marzahl C., Bartel A., Donovan TA., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Heier A., Lehmbecker A., Merz S., Plog S., Schmidt A., Sebastian F., Smedley RC., Tecilla M., Thaiwong T., Breininger K., Kiupel M., Maier A., Klopfleisch R., Aubreville M.:
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_56
BibTeX: Download - Theelke L., Wilm F., Marzahl C., Bertram CA., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Iterative Cross-Scanner Registration for Whole Slide Images
IEEE/CVF International Conference on Computer Vision (ICCVW)
In: 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), LOS ALAMITOS: 2021
DOI: 10.1109/ICCVW54120.2021.00071
BibTeX: Download - Schröter H., Rosenkranz T., Escalante Banuelos A., Maier A.:
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement
Interspeech 2021 (Brno, August 31, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
DOI: 10.21437/interspeech.2021-633
BibTeX: Download - Roser P., Felsner L., Maier A., Riess C.:
Learning the Inverse Weighted Radon Transform
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_14
BibTeX: Download - Jaganathan S., Wang J., Borsdorf A., Maier A.:
Learning the Update Operator for 2D/3D Image Registration
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_27
BibTeX: Download - Breininger K., Pfister M., Kowarschik M., Maier A.:
Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_10
BibTeX: Download - Yang Z., Schilling A., Maier A., Krauß P.:
Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_51
BibTeX: Download - Haase V., Stierstorfer K., Hahn K., Schoendube H., Maier A., Noo F.:
Non-Contrast Head CT Imaging Using Dual Energy: A Study on Bias Induced by Imperfections in Energy Response and Material Knowledge
16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Leuven, Belgium, July 19, 2021 - July 23, 2021)
In: Proceedings of the 16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) 2021
BibTeX: Download - Reimann M., Fu W., Maier A.:
Novel Evaluation Metrics for Vascular Structure Segmentation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_20
BibTeX: Download - Rajput JR., Preuhs A., Lauritsch G., Maier A.:
Pseudo-Square Tomosynthesis Trajectory for Interventional Lung Procedures
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2021 (Virtual, Yokohama, October 16, 2021 - October 23, 2021)
In: Hideki Tomita, Tatsuya Nakamura (ed.): 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022 2021
DOI: 10.1109/NSS/MIC44867.2021.9875725
BibTeX: Download - Wenninger M., Bayerl SP., Maier A., Schmidt J.:
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
In: 20TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2021), NEW YORK: 2021
DOI: 10.1109/ICMLA52953.2021.00025
BibTeX: Download - Kedilioglu O., Lieret M., Schottenhamml J., Würfl T., Blank A., Maier A., Franke J.:
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) (, February 8, 2021 - February 10, 2021)
DOI: 10.5220/0010187702190226
BibTeX: Download - Diehm J., Hermann R., Pertlwieser T., Cheng W., Fu W., Kordon F., Maier A.:
ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download - Mattick A., Mayr M., Seuret M., Maier A., Christlein V.:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-86549-8_18
URL: https://arxiv.org/abs/2105.10528
BibTeX: Download - Rajput JR., Shetty K., Maier A., Berger M.:
Table Motion Detection in Interventional Coronary Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_15
BibTeX: Download - Stöwer P., Krauß P., Maier A.:
The Hippocampus learns a language model with the help of the Successor Representation
Montreal AI & Neuroscience 2021 (Montreal, November 29, 2021 - November 30, 2021)
BibTeX: Download - Wang Z., Maier A., Christlein V.:
Towards End-to-End Deep Learning-based Writer Identification
In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
DOI: 10.18420/inf2020_126
URL: https://dl.gi.de/handle/20.500.12116/34716
BibTeX: Download - Fu W., Mill L., Seitz S., Geimer T., Kling L., Possart D., Christiansen S., Maier A.:
Towards Mouse Bone X-ray Microscopy Scan Simulation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_32
BibTeX: Download - Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Waßmuth R., Wetzl J., Maier A.:
Validation of a Deep Learning based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging in a Prospective Study
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/0452.html
BibTeX: Download - Sukesh R., Goshika SK., Narayanan SS., Bhombore VV., Fu W., Kordon F., Maier A.:
Velo-CT – A Collaborative 3D Racing Game as Incentive for Medical Image Annotation
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download
Miscellaneous
- Thamm F., Denzinger F., Rist L., Martín Vicario C., Kordon F., Maier A.:
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors
(2021)
BibTeX: Download
(Conference report)
2020
Journal Articles
- Krauß P., Maier A.:
Will We Ever Have Conscious Machines?
In: Frontiers in Computational Neuroscience 14 (2020)
ISSN: 1662-5188
DOI: 10.3389/fncom.2020.556544
BibTeX: Download - Bertram CA., Aubreville M., Gurtner C., Bartel A., Corner SM., Dettwiler M., Kershaw O., Noland EL., Schmidt A., Sledge DD., Smedley RC., Thaiwong T., Kiupel M., Maier A., Klopfleisch R.:
Computerized Calculation of Mitotic Count Distribution in Canine Cutaneous Mast Cell Tumor Sections: Mitotic Count Is Area Dependent
In: Veterinary Pathology 57 (2020), p. 214-226
ISSN: 0300-9858
DOI: 10.1177/0300985819890686
URL: https://journals.sagepub.com/doi/10.1177/0300985819890686
BibTeX: Download - Aubreville M., Bertram CA., Donovan TA., Marzahl C., Maier A., Klopfleisch R.:
A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research
In: Scientific Data 7 (2020), Article No.: 417
ISSN: 2052-4463
DOI: 10.1038/s41597-020-00756-z
BibTeX: Download - Aubreville M., Bertram CA., Marzahl C., Gurtner C., Dettwiler M., Schmidt A., Bartenschlager F., Merz S., Fragoso M., Kershaw O., Klopfleisch R., Maier A.:
Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region
In: Scientific Reports 10 (2020), Article No.: 16447
ISSN: 2045-2322
DOI: 10.1038/s41598-020-73246-2
BibTeX: Download - Marzahl C., Aubreville M., Bertram CA., Stayt J., Jasensky AK., Bartenschlager F., Fragoso-Garcia M., Barton AK., Elsemann S., Jabari S., Krauth J., Madhu P., Voigt J., Hill J., Klopfleisch R., Maier A.:
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides
In: Scientific Reports 10 (2020), Article No.: 9795
ISSN: 2045-2322
DOI: 10.1038/s41598-020-65958-2
BibTeX: Download - Chen S., Stromer D., Alnasser Alabdalrahim H., Schwab S., Weih M., Maier A.:
Automatic dementia screening and scoring by applying deep learning on clock-drawing tests
In: Scientific Reports 10 (2020), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-020-74710-9
URL: https://www.nature.com/articles/s41598-020-74710-9
BibTeX: Download - Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences
In: IEEE Transactions on Medical Imaging 39 (2020), p. 3159-3174
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.2988410
BibTeX: Download - Guo Z., Lauritsch G., Maier A., Kugler P., Islam M., Vogt F., Noo F.:
C-arm CT imaging with the extended line-ellipse-line trajectory: First implementation on a state-of-the-art robotic angiography system
In: Physics in Medicine and Biology 65 (2020), Article No.: 185016
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ab9a82
BibTeX: Download - Rodriguez Salas D., Mürschberger N., Ravikumar N., Seuret M., Maier A.:
Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks
In: SN Computer Science 1 (2020), Article No.: 252
ISSN: 2661-8907
DOI: 10.1007/s42979-020-00268-y
BibTeX: Download - Vesal S., Maier A., Ravikumar N.:
Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks
In: Journal of Imaging 6 (2020), Article No.: 65
ISSN: 2313-433X
DOI: 10.3390/jimaging6070065
BibTeX: Download - Preuhs A., Manhart M., Roser P., Hoppe E., Huang Y., Psychogios M., Kowarschik M., Maier A.:
Appearance Learning for Image-based Motion Estimation in Tomography
In: IEEE Transactions on Medical Imaging (2020)
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.3002695
BibTeX: Download - Jaremenko C., Affronti E., Merklein M., Maier A.:
Temporal and spatial detection of the onset of local necking and assessment of its growth behavior
In: Materials 13 (2020), Article No.: 2427
ISSN: 1996-1944
DOI: 10.3390/ma13112427
BibTeX: Download - Syben-Leisner C., Stimpel B., Roser P., Dörfler A., Maier A.:
Known Operator Learning enables Constrained Projection Geometry Conversion: Parallel to Cone-beam for Hybrid MR/X-ray Imaging
In: IEEE Transactions on Medical Imaging (2020), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.2998179
BibTeX: Download - Nanji A., Redd T., Chamberlain W., Schallhorn JM., Chen S., Ploner S., Maier A., Fujimoto JG., Jia Y., Huang D., Li Y.:
Application of Corneal Optical Coherence Tomography Angiography for Assessment of Vessel Depth in Corneal Neovascularization
In: Cornea 39 (2020), p. 598-604
ISSN: 0277-3740
DOI: 10.1097/ICO.0000000000002232
BibTeX: Download - Stromer D., Moult EM., Chen S., Waheed NK., Maier A., Fujimoto JG.:
Correction propagation for user-assisted optical coherence tomography segmentation: general framework and application to Bruch’s membrane segmentation
In: Biomedical Optics Express 11 (2020), p. 2830-2848
ISSN: 2156-7085
DOI: 10.1364/BOE.392759
URL: https://www.osapublishing.org/boe/abstract.cfm?uri=boe-11-5-2830
BibTeX: Download - Bazo R., Reis E., Adams Seewald L., Facco Rodrigues V., Andre da Costa C., Gonzaga L., Stoffel Antunes R., da Rosa Righi R., Maier A., Eskofier B., Fahrig R., Horz T.:
Baptizo: a sensor fusion based model for tracking the identity of human poses
In: Information Fusion (2020)
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2020.03.011
BibTeX: Download - Xiao Y., Maier A., Wein W., Shams R., Kadoury S., Drobny D., Modat M., Reinertsen I., Rivaz H., Chabanas M., Fortin M., MacHado I., Ou Y., Heinrich MP., Schnabel JA., Zhong X.:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge
In: IEEE transactions on medical imaging 39 (2020), p. 777-786
ISSN: 1558-254X
DOI: 10.1109/TMI.2019.2935060
BibTeX: Download - Chen S., Zhong X., Hu S., Dorn S., Kachelriess M., Lell M., Maier A.:
Automatic Multi-organ Segmentation in Dual Energy CT (DECT) with Dedicated 3D Fully Convolutional DECT Networks
In: Medical Physics 47 (2020), p. 552-562
ISSN: 0094-2405
DOI: 10.1002/mp.13950
BibTeX: Download - Jiang Z., Huang Z., Qiu B., Liu X., Meng X., You Y., Liu G., Zhou C., Yang K., Maier A., Ren Q., Lu Y.:
Comparative Study of Deep Learning Models for Optical Coherence Tomography Angiography
In: Biomedical Optics Express 11 (2020), p. 1216-1632
ISSN: 2156-7085
DOI: 10.1364/BOE.387807
BibTeX: Download - Qiu B., Huang Z., Liu X., Meng X., You Y., Liu G., Yang K., Maier A., Ren Q., Lu Y.:
Noise reduction in optical coherence tomography images using a deep neural network with perceptually-sensitive loss function
In: Biomedical Optics Express 11 (2020), p. 817-830
ISSN: 2156-7085
DOI: 10.1364/BOE.379551
BibTeX: Download - Utzschneider M., Behl NGR., Lachner S., Gast L., Maier A., Uder M., Nagel AM.:
T-2* Accelerated quantification of tissue sodium concentration in skeletal muscle tissue: quantitative capability of dictionary learning compressed sensing
In: Magnetic Resonance Materials in Physics Biology and Medicine (2020)
ISSN: 0968-5243
DOI: 10.1007/s10334-019-00819-2
BibTeX: Download - Ellmann S., Wenkel E., Dietzel M., Bielowski C., Vesal S., Maier A., Hammon M., Janka RM., Fasching P., Beckmann M., Schulz-Wendtland R., Uder M., Bäuerle T.:
Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses
In: PLoS ONE 1-15 (2020), p. 1-15
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0228446
BibTeX: Download - Felsner L., Käppler S., Maier A., Riess C.:
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography
In: IEEE Transactions on Computational Imaging (2020), p. 625 - 639
ISSN: 2333-9403
DOI: 10.1109/TCI.2020.2964217
BibTeX: Download - Moult EM., Alibhai AY., Lee BK., Yu Y., Ploner S., Chen S., Maier A., Duker JS., Waheed NK., Fujimoto JG.:
A Framework for Multiscale Quantitation of Relationships Between Choriocapillaris Flow Impairment and Geographic Atrophy Growth
In: American Journal of Ophthalmology (2020)
ISSN: 0002-9394
DOI: 10.1016/j.ajo.2019.12.006
BibTeX: Download - Thies M., Zäch JN., Gao C., Taylor R., Navab N., Maier A., Unberath M.:
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance
In: International Journal of Computer Assisted Radiology and Surgery 15 (2020), p. 1787-1796
ISSN: 1861-6410
DOI: 10.1007/s11548-020-02249-1
BibTeX: Download - Schilling A., Tomasello R., Henningsen-Schomers MR., Zankl A., Surendra K., Haller M., Karl V., Uhrig P., Maier A., Krauß P.:
Analysis of continuous neuronal activity evoked by natural speech with computational corpus linguistics methods
In: Language, Cognition and Neuroscience (2020)
ISSN: 2327-3798
DOI: 10.1080/23273798.2020.1803375
BibTeX: Download - Luckner C., Weber T., Herbst M., Ritschl L., Kappler S., Maier A.:
A phantom study on dose efficiency for orthopedic applications: Comparing slot-scanning radiography using ultra-small-angle tomosynthesis to conventional radiography
In: Medical Physics (2020)
ISSN: 0094-2405
DOI: 10.1002/mp.14680
BibTeX: Download - Utzschneider M., Behl NG., Lachner S., Gast L., Maier A., Uder M., Nagel AM.:
Correction to: Accelerated quantification of tissue sodium concentration in skeletal muscle tissue: quantitative capability of dictionary learning compressed sensing (Magnetic Resonance Materials in Physics, Biology and Medicine, (2020), 10.1007/s10334-019-00819-2)
In: Magnetic Resonance Materials in Physics Biology and Medicine (2020)
ISSN: 0968-5243
DOI: 10.1007/s10334-020-00835-7
BibTeX: Download - Meister F., Passerini T., Mihalef V., Tuysuzoglu A., Maier A., Mansi T.:
Deep learning acceleration of Total Lagrangian Explicit Dynamics for soft tissue mechanics
In: Computer Methods in Applied Mechanics and Engineering 358 (2020), Article No.: 112628
ISSN: 0045-7825
DOI: 10.1016/j.cma.2019.112628
BibTeX: Download - Schneider M., Benkert T., Solomon E., Nickel D., Fenchel M., Kiefer B., Maier A., Chandarana H., Block KT.:
Free-breathing fat and R2∗ quantification in the liver using a stack-of-stars multi-echo acquisition with respiratory-resolved model-based reconstruction
In: Magnetic Resonance in Medicine (2020)
ISSN: 0740-3194
DOI: 10.1002/mrm.28280
BibTeX: Download - Huang Y., Wang S., Guan Y., Maier A.:
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning
In: Journal of Synchrotron Radiation (2020)
ISSN: 0909-0495
DOI: 10.1107/S160057752000017X
URL: https://onlinelibrary.wiley.com/iucr/doi/10.1107/S160057752000017X
BibTeX: Download - Schaffert R., Wang J., Fischer P., Maier A., Borsdorf A.:
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model
In: IEEE Transactions on Medical Imaging 39 (2020), p. 161-174
ISSN: 0278-0062
DOI: 10.1109/TMI.2019.2922931
BibTeX: Download - Herl G., Hiller J., Maier A.:
Scanning trajectory optimisation using a quantitative Tuybased local quality estimation for robot-based X-ray computed tomography
In: Nondestructive Testing and Evaluation (2020)
ISSN: 1058-9759
DOI: 10.1080/10589759.2020.1774579
BibTeX: Download - Vesal S., Gu M., Maier A., Ravikumar N.:
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification
In: IEEE Journal of Biomedical and Health Informatics (2020)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2020.3046449
URL: https://ieeexplore.ieee.org/document/9302580
BibTeX: Download - Goetz TI., Lang EW., Prante O., Maier A., Cordes M., Kuwert T., Ritt P., Schmidkonz C.:
Three-dimensional Monte Carlo-based voxel-wise tumor dosimetry in patients with neuroendocrine tumors who underwent 177Lu-DOTATOC therapy
In: Annals of Nuclear Medicine (2020)
ISSN: 0914-7187
DOI: 10.1007/s12149-020-01440-3
BibTeX: Download - Kuhnert N., Maier A.:
With Semantics and Hidden Markov Models to an Adaptive Log File Parser
In: International Journal on Natural Language Computing (2020)
ISSN: 2319-4111
DOI: 10.5121/ijnlc.2019.8603
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Ochs P., Stepina E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
XDose: toward online cross-validation of experimental and computational X-ray dose estimation
In: International Journal of Computer Assisted Radiology and Surgery (2020)
ISSN: 1861-6410
DOI: 10.1007/s11548-020-02298-6
BibTeX: Download
Book Contributions
- Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 14-23
ISBN: 9783030597153
DOI: 10.1007/978-3-030-59716-0_2
BibTeX: Download - Roser P., Zhong X., Birkhold A., Preuhs A., Syben-Leisner C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning
In: Anne L. Marte, lPurang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 199-208
ISBN: 9783030597122
DOI: 10.1007/978-3-030-59713-9_20
BibTeX: Download - Jordan S., Seuret M., Král P., Lenc L., Martínek J., Wiermann B., Schwinger T., Maier A., Christlein V.:
Re-Ranking for Writer Identification and Writer Retrieval
In: Document Analysis Systems, 2020, p. 572-586
ISBN: 9783030570576
DOI: 10.1007/978-3-030-57058-3_40
URL: https://arxiv.org/abs/2007.07101
BibTeX: Download - Leipert M., Vogeler G., Seuret M., Maier A., Christlein V.:
The Notary in the Haystack – Countering Class Imbalance in Document Processing with CNNs
In: Xiang Bai, Dimosthenis Karatzas, Daniel Lopresti (ed.): Document Analysis Systems, 2020, p. 246-261
ISBN: 9783030570576
DOI: 10.1007/978-3-030-57058-3_18
URL: https://arxiv.org/abs/2007.07943
BibTeX: Download - Bootwala A., Breininger K., Maier A., Christlein V.:
Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval
In: Thomas Tolxdorff; Thomas M. Deserno; Heinz Handels; Andreas Maier; Klaus H. Maier-Hein; Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: Springer Vieweg, 2020, p. 144-149 (Informatik aktuell)
ISBN: 9783658292669
DOI: 10.1007/978-3-658-29267-6_30
BibTeX: Download - Aubreville M., Bertram CA., Jabari S., Marzahl C., Klopfleisch R., Maier A.:
Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment - Learning New Tricks from Old Dogs
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: Springer Vieweg, 2020, p. 1-7
ISBN: 9783658292669
DOI: 10.1007/978-3-658-29267-6_1
URL: https://arxiv.org/pdf/1911.10873.pdf
BibTeX: Download - Maier J., Rivera Monroy L., Syben-Leisner C., Jeon Y., Choi JH., Hall M., Levenston M., Gold G., Fahrig R., Maier A.:
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: Springer Vieweg, 2020, p. 67-72 (Informatik aktuell)
ISBN: 9783658292669
DOI: 10.1007/978-3-658-29267-6_14
BibTeX: Download - Maier A., Christlein V., Breininger K., Wuerfl T., Unberath M., Rieß C.:
Bildanalyse
In: Günther Görz, Ute Schmid, Tanya Braun (ed.): Handbuch der Künstichen Intelligenz, De Gruyter, 2020, p. 673--712
DOI: 10.1515/9783110659948-015
BibTeX: Download - Tolxdorff T., Deserno T., Maier A., Handels H., Maier-Hein K., Palm C.:
Vorwort
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik Aktuell, Springer, 2020, p. XI-XII
ISBN: 9783658292669
BibTeX: Download
Conference Contributions
- Seuret M., Nicolaou A., Stutzmann D., Maier A., Christlein V.:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments
17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund, September 8, 2020 - September 10, 2020)
DOI: 10.1109/ICFHR2020.2020.00048
BibTeX: Download - Khun Jush F., Biele M., Dueppenbecker PM., Schmidt O., Maier A.:
DNN-based Speed-of-Sound Reconstruction for Automated Breast Ultrasound
2020 IEEE International Ultrasonics Symposium (IUS) (Las Vegas, NV, September 7, 2020 - September 11, 2020)
In: 2020 IEEE International Ultrasonics Symposium (IUS) 2020
DOI: 10.1109/IUS46767.2020.9251579
URL: https://ieeexplore.ieee.org/document/9251579
BibTeX: Download - Gourmelon N., Bayer S., Mayle M., Bach G., Bebber C., Munck C., Sosna C., Maier A.:
Implications of Experiment Set-Ups for Residential Water End-Use Classification
5th International Electronic Conference on Water Sciences (, November 16, 2020 - November 30, 2020)
DOI: 10.3390/ECWS-5-08225
URL: https://sciforum.net/paper/view/conference/8225
BibTeX: Download - Reymann M., Massanes F., Ritt P., Cachovan M., Kuwert T., Vija AH., Maier A.:
Feature Loss After Denoising of SPECT Projection Data using a U-Net
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (Boston, Massachusetts, October 31, 2020 - November 7, 2020)
In: IEEE (ed.): Feature Loss After Denoising of SPECT Projection Data using a U-Net 2020
DOI: 10.1109/nss/mic42677.2020.9508041
BibTeX: Download - Mürschberger N., Reymann M., Cachovan M., Ritt P., Vija H., Maier A.:
U-Net for Multi-Organ Segmentation of SPECT Projection Data
IEEE (Boston, Massachuchets, October 31, 2020 - November 7, 2020)
In: IEEE (ed.): U-Net for Multi-Organ Segmentation of SPECT Projection Data 2020
DOI: 10.1109/nss/mic42677.2020.9507779
BibTeX: Download - Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A.:
Automatic CAD-RADS Scoring using Deep Learning
23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, Peru, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59725-2
BibTeX: Download - Taubmann O., Li J., Denzinger F., Eibenberger E., Müller F., Brejnebøl M., Maier A.:
Automatic Detection of Free Intra-Abdominal Air in Computed Tomography
23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59713-9
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering
23rd International Conference on Medical Image Computing and Computer Assisted Surgery (MICCAI) (Lima, Peru, October 5, 2020 - October 7, 2020)
In: Martel, A.L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M.A., Zhou, S.K., Racoceanu, D., Joskowicz, L. (ed.): Proceedings of the 23rd International Conference on Medical Image Computing and Computer Assisted Surgery (MICCAI) 2020
DOI: 10.1007/978-3-030-59713-9_49
URL: https://link.springer.com/chapter/10.1007/978-3-030-59713-9_49
BibTeX: Download - Bergler C., Schmitt M., Maier A., Smeele S., Barth V., Nöth E.:
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication
21th Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing, INTERSPEECH 2020 (Shanghai, China, October 25, 2020 - October 29, 2020)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2020 2020
DOI: 10.21437/Interspeech.2020-1316
BibTeX: Download - Sindel A., Maier A., Christlein V.:
Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks
2020 IEEE International Conference on Image Processing (ICIP 2020) (Online (Abu Dhabi, United Arab Emirates), October 25, 2020 - October 28, 2020)
DOI: 10.1109/ICIP40778.2020.9191117
URL: https://www.researchgate.net/publication/346488040_Art2Contour_Salient_Contour_Detection_in_Artworks_Using_Generative_Adversarial_Networks
BibTeX: Download - Martín Vicario C., Kordon F., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59713-9_47
BibTeX: Download - Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee
International Conference on Medical Image Computing and Computer-Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59725-2_65
BibTeX: Download - Thamm F., Jürgens M., Ditt H., Maier A.:
VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data
Eurographics Workshop on Visual Computing for Biology and Medicine (Uni Tübingen, September 28, 2020 - October 1, 2020)
In: K. Nieselt and R. G. Raidou (ed.): Eurographics Workshop on Visual Computing for Biology and Medicine 2020
DOI: 10.2312/vcbm.20201181
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization
6th International Conference on Image Formation in X-Ray Computed Tomography (Regensburg, August 3, 2020 - August 7, 2020)
In: Proceeding of the 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
URL: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
BibTeX: Download - Würfl T., Maass N., Dennerlein F., Maier A.:
Projective Reconstruction of Acquisition Geometry without Point Correspondences
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online meeting, August 3, 2020 - August 7, 2020)
In: Proceedings of the 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
Open Access: https://ct-meeting.org/?p=program
BibTeX: Download - Gottschalk T., Kreher BW., Maier A.:
Deep Learning Based Metal Inpainting in the Projection Domain using Additional Neighboring Projection Information
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online Meeting, August 3, 2020 - August 7, 2020)
In: Proceedings of The 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
Open Access: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
BibTeX: Download - Gadjimuradov F., Yoon SS., Benkert T., Nickel MD., Engelhard K., Maier A.:
Deep Learning-based Partial Fourier Reconstruction for Improved Prostate DWI
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Paris, August 8, 2020 - August 14, 2020)
URL: https://index.mirasmart.com/ISMRM2020/PDFfiles/4351.html
BibTeX: Download - Hoßbach J., Splitthoff D., Cauley S., Maier A.:
MoPED: Motion Parameter Estimation DenseNet for accelerating retrospective motion correction
ISMRM & SMRT Virtual Conference & Exhibition (, August 8, 2020 - September 14, 2022)
BibTeX: Download - Felsner L., Würfl T., Syben-Leisner C., Roser P., Preuhs A., Maier A., Riess C.:
Reconstruction of Voxels with Position- and Angle-Dependent Weightings
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online meeting, August 3, 2020 - August 7, 2020)
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
Low dose CT denoising with residual convolutional networks and deep learned perceptual loss
European Congress of Radiology (Vienna, Austria, July 15, 2020 - July 19, 2020)
DOI: 10.26044/ecr2020/C-03463
URL: https://epos.myesr.org/poster/esr/ecr2020/C-03463
BibTeX: Download - Chen S., Abu-Qamar O., Moult E., Ploner S., Lee B., Maier A., Waheed N., Fujimoto J.:
Ultrahigh-Resolution Optical Coherence Tomography Investigation of Age-Related Changes in the Photoreceptors, Retinal Pigment Epithelium and Bruch's Membrane
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Online, May 1, 2020 - May 7, 2020)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2020
BibTeX: Download - Seifer AK., Schinkel-Bielefeld N., Schröter H., Escalante Banuelos A., Hoppe U., Maier A.:
Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach
Virtual Conference on Computational Audiology (VCCA2020) (Virtual, June 19, 2020 - June 19, 2020)
In: Virtual Conference on Computational Audiology (VCCA2020) 2020
URL: https://computationalaudiology.com/predicting-hearing-aid-fittings-based-on-audiometric-and-subject-related-data-a-machine-learning-approach/
BibTeX: Download - Schottenhamml J., Ploner S., Moult E., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Fully automatic separation of three capillary plexuses in the macular region
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (ONLINE, May 1, 2020 - May 7, 2020)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2020
BibTeX: Download - Chen S., Abu-Qmar O., Moult E., Lee B., Ploner S., Maier A., Waheed NK., Fujimoto JG.:
Investigating Subtle Structural Changes in Eyes with Age-Related Macular Degeneration: A Pilot Study Using Ultrahigh-Resolution Optical Coherence Tomography
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (ONLINE, May 1, 2020 - May 7, 2020)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2020
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2769686
URL: https://iovs.arvojournals.org/article.aspx?articleid=2769686
BibTeX: Download - Schröter H., Rosenkranz T., Escalante Banuelos A., Aubreville M., Maier A.:
CLCNet: Deep learning-based noise reduction for hearing aids using complex linear coding
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, May 4, 2020 - May 8, 2020)
In: ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
DOI: 10.1109/icassp40776.2020.9053563
URL: https://rikorose.github.io/CLCNet-audio-samples.github.io/
BibTeX: Download - Hoppe E., Wetzl J., Yoon SS., Schneider M., Stimpel B., Preuhs A., Maier A.:
DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning based R-Wave Classification for Automated Cardiac Phase Binning
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
BibTeX: Download - Xu Y., Hoppe E., Speier P., Kluge T., Nittka M., Koerzdoerfer G., Maier A.:
Learning how to Clean Fingerprints -- Deep Learning based Separated Artefact Reduction and Regression for MR Fingerprinting
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
BibTeX: Download - Preuhs A., Manhart M., Roser P., Stimpel B., Syben-Leisner C., Psychogios M., Kowarschik M., Maier A.:
Deep autofocus with cone-beam CT consistency constraint
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_34
URL: https://arxiv.org/pdf/1911.13162.pdf
BibTeX: Download - Venator M., Shen F., Aklanoglu S., Bruns E., Diepold K., Maier A.:
Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation
The IEEE Winter Conference on Applications of Computer Vision (WACV) 2020 (Snowmass Village, Colorado, March 1, 2020 - March 5, 2020)
In: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) 2020
DOI: 10.1109/WACV45572.2020.9093401
URL: https://ieeexplore.ieee.org/abstract/document/9093401
BibTeX: Download - Huang Y., Gao L., Preuhs A., Maier A.:
Field of View Extension in Computed Tomography Using Deep Learning Prior
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
In: Andreas Maier, Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin: Algorithmen – Systeme – Anwendungen 2020
DOI: 10.1007/978-3-658-29267-6_40
URL: https://arxiv.org/abs/1911.01178
BibTeX: Download - Hoppe E., Thamm F., Koerzdoerfer G., Syben-Leisner C., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Bilderverarbeitung für die Medizin Algorithmen - Systeme - Anwendungen (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-030-32248-9_11
BibTeX: Download - Rodriguez Salas D., Ravikumar N., Seuret M., Maier A.:
ForestNet – Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees
The 5th Asian Conference on Pattern Recognition (Auckland, New Zealand, November 26, 2019 - November 29, 2019)
In: Pattern Recognition 2020
DOI: 10.1007/978-3-030-41404-7_3
URL: https://link.springer.com/chapter/10.1007/978-3-030-41404-7_3
BibTeX: Download - Kordon F., Maier A., Swartman B., Kunze H.:
Font Augmentation: Implant and Surgical Tool Simulation for X-Ray Image Processing
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_36
BibTeX: Download - Bertram CA., Aubreville M., Marzahl C., Maier A., Klopfleisch R.:
How Big is Big Enough?: A Large-Scale Histological Dataset of Mitotic Figures
Bildverarbeitung für die Medizin 2020 (Berlin, March 17, 2020 - March 19, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_65
URL: https://link.springer.com/content/pdf/10.1007/978-3-658-29267-6_65.pdf
BibTeX: Download - Kordon F., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
Multi-Task Framework for X-Ray Guided Planning in Knee Surgery
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_57
BibTeX: Download - Weichselbaumer N., Seuret M., Limbach S., Hinrichsen L., Maier A., Christlein V.:
The rapid rise of Fraktur
7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum (Paderborn, March 2, 2020 - March 6, 2020)
DOI: 10.5281/zenodo.3666690
BibTeX: Download - Madhu P., Marquart T., Kosti RV., Bell P., Maier A., Christlein V.:
Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors
ECCV 2020 (Glasgow, August 23, 2020 - August 28, 2020)
In: Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm (ed.): Computer Vision – ECCV 2020 Workshops. ECCV 2020, Switzerland: 2020
DOI: 10.1007/978-3-030-66096-3_9
URL: https://link.springer.com/chapter/10.1007/978-3-030-66096-3_9
BibTeX: Download - Ploner S., Schottenhamml J., Moult EM., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
3-D tracing of capillaries through three retinal vascular plexuses toward their closest superficial artery and vein in OCT angiography volumes
ARVO annual meeting 2020
In: Investigative Ophthalmology & Visual Science 2020
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2770859
URL: https://iovs.arvojournals.org/article.aspx?articleid=2770859
BibTeX: Download - Denzinger F., Wels M., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics
BVM Workshop 2020 (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_44
BibTeX: Download - Zaech JN., Gao C., Bier B., Taylor R., Maier A., Navab N., Unberath M.:
Abstract: Learning to avoid poor images: towards task-aware c-arm cone-beam ct trajectories
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_39
BibTeX: Download - Denck J., Ferguson GW., Guehring J., Maier A., Rothgang E.:
Acquisition Parameter–Conditioned Generative Adversarial Network for Enhanced MR Image Synthesis
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Virtual, August 8, 2020 - August 14, 2020)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (28th Annual Meeting & Exhibition) 2020
BibTeX: Download - Bayer S., Zhong X., Fu W., Ravikumar N., Maier A.:
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach
Bildgebung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Springer (ed.): Algorithmen – Systeme – Anwendungen. Proceedings des Workshops 2020
DOI: 10.1007/978-3-658-29267-6_67
BibTeX: Download - Haase V., Stierstorfer K., Hahn K., Schöndube H., Maier A., Noo F.:
An improved combination of ordered subsets and momentum for fast model-based iterative CT reconstruction
Medical Imaging 2020: Physics of Medical Imaging (Houston, TX, February 16, 2020 - February 19, 2020)
In: Guang-Hong Chen, Hilde Bosmans (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2020
DOI: 10.1117/12.2549733
BibTeX: Download - Bayer S., Spiske U., Geimer T., Luo J., Wells III WM., Ostermeier M., Fahrig R., Arya N., Bert C., Eyüpoglu IY., Maier A.:
An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Springer (ed.): Algorithmen – Systeme – Anwendungen. Proceedings des Workshops 2020
DOI: 10.1007/978-3-658-29267-6_32
BibTeX: Download - Marzahl C., Bertram CA., Aubreville M., Petrick A., Weiler K., Gläsel AC., Fragoso M., Merz S., Bartenschlager F., Hoppe J., Langenhagen A., Jasensky AK., Voigt J., Klopfleisch R., Maier A.:
Are fast labeling methods reliable? a case study of computer-aided expert annotations on microscopy slides
23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, October 4, 2020 - October 8, 2020)
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-59710-8_3
BibTeX: Download - Bertram CA., Veta M., Marzahl C., Stathonikos N., Maier A., Klopfleisch R., Aubreville M.:
Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels
IMIMIC 2020, MIL3ID 2020, LABELS 2020 (Lima, October 4, 2020 - October 8, 2020)
In: Jaime Cardoso, Wilson Silva, Ricardo Cruz, Hien Van Nguyen, Badri Roysam, Nicholas Heller, Pedro Henriques Abreu, Jose Pereira Amorim, Ivana Isgum, Vishal Patel, Kevin Zhou, Steve Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Samaneh Abbasi, Diana Mateus, Emanuele Trucco (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-61166-8_22
BibTeX: Download - Yoon SS., Hoppe E., Schmidt M., Forman C., Chitiboi T., Sharma P., Tillmanns C., Maier A., Wetzl J.:
A Robust Deep-Learning-based Automated Cardiac Resting Phase Detection: Validation in a Prospective Study
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
BibTeX: Download - Yoon SS., Schmidt M., Wintersperger BJ., Chitiboi T., Sharma P., Tillmanns C., Maier A., Wetzl J.:
Automated Deep-Learning-based Inversion Time Selection for Cardiac Late Gadolinium Enhancement Imaging
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
BibTeX: Download - Sindel A., Maier A., Christlein V.:
A Visualization Tool for Image Fusion of Artworks
25th International Conference on Cultural Heritage and New Technologies (Online (Vienna, Austria), November 4, 2020 - November 6, 2020)
URL: https://archiv.chnt.at/wp-content/uploads/A-Visualization-Tool-for-Image-Fusion-of-Artworks.pdf
BibTeX: Download - Guo Z., Lauritsch G., Maier A., Noo F.:
C-arm CT imaging using the extended line-ellipse-line trajectory: Seamless FBP reconstruction from real data
Medical Imaging 2020: Physics of Medical Imaging (Houston, TX, February 16, 2020 - February 19, 2020)
In: Guang-Hong Chen, Hilde Bosmans (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2020
DOI: 10.1117/12.2549999
BibTeX: Download - Luckner C., Herbst M., Fuhrmann M., Ritschl L., Kappler S., Maier A.:
Combining 2-D and 3-D weight-bearing x-ray images: Application to preoperative implant planning in the knee
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_74
BibTeX: Download - Husvogt L., Ploner S., Stromer D., Schottenhamml J., Moult E., Fujimoto JG., Maier A.:
Compressed sensing for optical coherence tomography angiography volume generation
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_19
BibTeX: Download - Madhu P., Kosti RV., Bendschus T., Reinhardt C., Maier A.:
Computer Vision Understanding of Narrative Strategies on Greek Vases
48th Computer Applications and Quantitative Methods in Archaeology Conference (Oxford, UK, April 14, 2020 - April 17, 2020)
In: Computer Applications and Quantitative Methods in Archaeology 2020
BibTeX: Download - Ahmed J., Vesal S., Durlak F., Kaergel R., Ravikumar N., Rémy-Jardin M., Maier A.:
COPD classification in CT images using a 3D convolutional neural network
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_8
BibTeX: Download - Denzinger F., Wels M., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans
BVM Workshop 2020 (Berlin, March 15, 2020 - December 17, 2019)
DOI: 10.1007/978-3-658-29267-6_42
URL: https://arxiv.org/abs/1912.06417
BibTeX: Download - Madhu P., Kosti RV., Bendschus T., Reinhardt C., Bell P., Christlein V., Maier A.:
Deep Learning based Attribute Representation in Ancient Vase Paintings
Digital Humanities 2020 - Intersections/Carrefours (Ottawa, Canada, July 22, 2020 - July 24, 2020)
In: Digital Humanities 2020 - Intersections/Carrefours 2020
BibTeX: Download - Eckert D., Vesal S., Ritschl L., Kappler S., Maier A.:
Deep learning-based denoising of mammographic images using physics-driven data augmentation
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_21
BibTeX: Download - Hoßbach J., Husvogt L., Kraus M., Fujimoto JG., Maier A.:
Deep OCT angiography image generation for motion artifact suppression
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_55
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI
3rd International Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2020, held in conjunction with the 23rd Medical Image Computing and Computer Assisted Intervention, MICCAI 2020 (Lima, October 8, 2020 - October 8, 2020)
In: Farah Deeba, Patricia Johnson, Tobias Würfl, Jong Chul Ye (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-61598-7_4
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Syben-Leisner C., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Deep Scatter Splines: Learning-Based Medical X-ray Scatter Estimation Using B-splines
The 6th International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Regensburg (virtuell), August 3, 2020 - August 7, 2020)
Open Access: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
BibTeX: Download - Fu W., Breininger K., Pan Z., Maier A.:
Degenerating u-net on retinal vessel segmentation: What do we really need?
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_7
BibTeX: Download - Gündel S., Maier A.:
Epoch-wise label attacks for robustness against label noise
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020 2020
DOI: 10.1007/978-3-658-29267-6_64
BibTeX: Download - Calim H., Maier A.:
Erlernbarkeitsstudie eines vibrotaktilen Armbands für assistive Navigation
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_59
BibTeX: Download - Gündel S., Setio A., Grbic S., Maier A., Comaniciu D.:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation
11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2019
In: Liu M., Yan P., Lian C., Cao X. (ed.): Machine Learning in Medical Imaging 2020
DOI: 10.1007/978-3-030-59861-7_51
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Stimpel B., Syben C., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Fully-automatic CT data preparation for interventional X-ray skin dose simulation
Bildverarbeitung für die Medizin: Algorithmen - Systeme - Anwendungen (Berlin, March 15, 2020 - March 17, 2020)
In: Informatik Aktuell Bildverarbeitung für die Medizin 2020 Algorithmen - Systeme - Anwendungen 2020
DOI: 10.1007/978-3-658-29267-6_26
BibTeX: Download - Bayer S., Zhong X., Fu W., Ravikumar N., Maier A.:
Imitation learning network for fundus image registration using a divide-and-conquer approach
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_67
BibTeX: Download - Marzahl C., Aubreville M., Bertram CA., Gerlach S., Maier J., Voigt J., Hill J., Klopfleisch R., Maier A.:
Is crowd-algorithm collaboration an advanced alternative to crowd-sourcing on cytology slides?
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_5
BibTeX: Download - Schaffert R., Weiß M., Wang J., Borsdorf A., Maier A.:
Learning-based correspondence estimation for 2-D/3-D registration
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, DEU, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_50
BibTeX: Download - Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Learning-based misalignment detection for 2-D/3-D overlays
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_52
BibTeX: Download - Xu Y., Hoppe E., Speier P., Kluge T., Nittka M., Koerzdoerfer G., Maier A.:
Learning how to Clean Fingerprints -- Deep Learning based Separated Artefact Reduction and Regression for MR Fingerprinting
ISMRM Workshop on Data Sampling & Image Reconstruction (Sedona, January 26, 2020 - January 29, 2020)
BibTeX: Download - Schröter H., Rosenkranz T., Escalante Banuelos A., Zobel P., Maier A.:
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks
INTERSPEECH 2020 (Shanghai, October 25, 2020 - October 29, 2020)
In: INTERSPEECH 2020 2020
DOI: 10.21437/interspeech.2020-1131
URL: https://arxiv.org/abs/2006.13067
BibTeX: Download - Fu W., Husvogt L., Ploner S., Fujimoto JG., Maier A.:
Modularization of deep networks allows cross-modality reuse: lesson learnt
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_61
BibTeX: Download - Breininger K., Pfister M., Kowarschik M., Maier A.:
Move Over There: One-Click Deformation Correction for Image Fusion During Endovascular Aortic Repair
23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, October 4, 2020 - October 8, 2020)
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-59719-1_69
BibTeX: Download - Fan F., Qiu J., Wang J., Valianos S., Farooq MM., Fu W., Kordon F., Maier A.:
Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases
Joint Conference of the GMDS & CEN-IBS 2020 (Online Streaming, September 6, 2020 - September 9, 2020)
BibTeX: Download - Nau MA., Nau M., Moult EM., Fujimoto JG., Maier A.:
Open source simulation of fixational eye drift motion in oct scans: Towards better comparability and accuracy in retrospective OCT motion correction
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_56
BibTeX: Download - Kuhnert N., Pflueger L., Maier A.:
Prediction of MRI Hardware Failures based on Image Features using Ensemble Learning
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_28
BibTeX: Download - Kuhnert N., Pflueger L., Maier A.:
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_27
BibTeX: Download - Liu C., Huang Y., Maier J., Klein L., Kachelriess M., Maier A.:
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (, October 31, 2020 - November 7, 2020)
In: Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization 2020
BibTeX: Download - Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
Single Material Beam Hardening Correction in CT Using an Analytical Energy Response Model
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Boston, MA, USA, October 31, 2020 - November 7, 2020)
DOI: 10.1109/nss/mic42677.2020.9507774
BibTeX: Download - Mayr M., Stumpf M., Nicolaou A., Seuret M., Maier A., Christlein V.:
Spatio-Temporal Handwriting Imitation
European Conference on Computer Vision (Online, August 23, 2020 - August 28, 2020)
DOI: 10.1007/978-3-030-68238-5_38
URL: https://link.springer.com/chapter/10.1007/978-3-030-68238-5_38
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Kowarschik M., Fahrig R., Maier A.:
Tenfold your photons: A physically-sound approach to filtering-based variance reduction of monte-carlo-simulated dose distributions
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_24
BibTeX: Download - Nejati Hatamian F., Ravikumar N., Vesal S., Kemeth FP., Struck M., Maier A.:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) (Barcelona, Spain, May 4, 2020 - May 8, 2020)
DOI: 10.1109/ICASSP40776.2020.9053800
URL: https://ieeexplore.ieee.org/document/9053800
BibTeX: Download - Madhu P., Gupta J., Kosti RV., Bell P., Maier A., Christlein V.:
Towards Image Caption Generation for Art Historical Data
URL: https://aidh.kinf.wiai.uni-bamberg.de/02_Gupta_et_al_Towards_Image_Caption_Generation_etc.pdf
BibTeX: Download
Miscellaneous
- Schröter H., Rosenkranz T., Escalante Banuelos A., Maier A.:
CLC: Complex Linear Coding for the DNS 2020 Challenge
(2020)
Open Access: https://arxiv.org/abs/2006.13077
URL: https://github.com/Rikorose/clc-dns-challenge-2020
BibTeX: Download
(Working Paper)
2019
Journal Articles
- Würfl T., Hoffmann M., Aichert A., Maass N., Dennerlein F., Maier A.:
Calibration-free beam hardening reduction in x-ray CBCT using the epipolar consistency condition and physical constraints.
In: Medical Physics 46 (2019), p. e810-e822
ISSN: 0094-2405
DOI: 10.1002/mp.13625
BibTeX: Download - Götz T., Schmidkonz C., Lang EW., Maier A., Kuwert T., Ritt P.:
A comparison of methods for adapting 177Lu dose-voxel-kernels to tissue inhomogeneities
In: Physics in Medicine and Biology 64 (2019), Article No.: 245011
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ab5b81
BibTeX: Download - Herl G., Hiller J., Kasperl S., Maier A.:
Reduktion von Metallartefakten durch multipositionale Datenfusion in der industriellen Röntgen-Computertomographie
In: Technisches Messen 87 (2019), p. 101–110
ISSN: 0171-8096
DOI: 10.1515/teme-2019-0137.
URL: https://www.degruyter.com/view/j/teme.2020.87.issue-2/teme-2019-0137/teme-2019-0137.xml
BibTeX: Download - Stimpel B., Syben-Leisner C., Würfl T., Breininger K., Hölter P., Dörfler A., Maier A.:
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging
In: Scientific Reports 9 (2019), Article No.: 18814
ISSN: 2045-2322
DOI: 10.1038/s41598-019-55108-8
BibTeX: Download - Haase V., Hahn K., Schöndube H., Stierstorfer K., Maier A., Noo F.:
Impact of the non-negativity constraint in model-based iterative reconstruction from CT data
In: Medical Physics 46 (2019), p. e835-e854
ISSN: 0094-2405
DOI: 10.1002/mp.13702
URL: https://aapm.onlinelibrary.wiley.com/doi/full/10.1002/mp.13702
BibTeX: Download - Bergler C., Schröter H., Cheng RX., Barth V., Weber M., Nöth E., Hofer H., Maier A.:
ORCA-SPOT: An Automatic Killer Whale Sound Detection Toolkit Using Deep Learning
In: Scientific Reports 9 (2019), p. 1-17
ISSN: 2045-2322
DOI: 10.1038/s41598-019-47335-w
BibTeX: Download - Venator M., Bruns E., Maier A.:
Robust Camera Pose Estimation for Unordered Road Scene Images in Varying Viewing Conditions
In: IEEE Transactions on Intelligent Vehicles 5 (2019), p. 165 - 174
ISSN: 2379-8858
DOI: 10.1109/TIV.2019.2955375
URL: https://ieeexplore.ieee.org/abstract/document/8910493
BibTeX: Download - Bertram CA., Aubreville M., Marzahl C., Maier A., Klopfleisch R.:
A large-scale dataset for mitotic figure assessment on whole slide images of canine cutaneous mast cell tumor
In: Scientific Data 6 (2019), p. 1-9
ISSN: 2052-4463
DOI: 10.1038/s41597-019-0290-4
URL: https://www.nature.com/articles/s41597-019-0290-4.pdf
BibTeX: Download - Albers GW., Wald MJ., Mlynash M., Endres J., Bammer R., Straka M., Maier A., Hinson HE., Sheth KN., Kimberly WT., Molyneaux BJ.:
Automated Calculation of Alberta Stroke Program Early CT Score Validation in Patients With Large Hemispheric Infarct
In: Stroke 50 (2019), p. 3277-3279
ISSN: 1524-4628
DOI: 10.1161/STROKEAHA.119.026430
BibTeX: Download - Syben-Leisner C., Michen M., Stimpel B., Seitz S., Ploner S., Maier A.:
Technical Note: PYRO-NN: Python reconstruction operators in neural networks
In: Medical Physics 46 (2019), p. 5110-5115
ISSN: 0094-2405
DOI: 10.1002/mp.13753
URL: https://aapm.onlinelibrary.wiley.com/doi/abs/10.1002/mp.13753
BibTeX: Download - Bopp J., Ludwig V., Seifert M., Pelzer G., Maier A., Anton G., Riess C.:
Simulation study on X-ray phase contrast imaging with dual-phase gratings
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 3-10
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1872-x
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Bopp18-SSO.pdf
BibTeX: Download - Luckner C., Herbst M., Weber T., Beister M., Ritschl L., Kappler S., Maier A.:
High-speed slot-scanning radiography using small-angle tomosynthesis: Investigation of spatial resolution
In: Medical Physics (2019)
ISSN: 0094-2405
DOI: 10.1002/mp.13828
BibTeX: Download - Maier A., Stromer D., Christlein V., Bell P.:
Bausteine auf dem Weg zu einer virtuellen Zeitmanschiene – ein Editionsprojekt über lange Dauer
In: Magazin für digitale Editionswissenschaften 5 (2019), p. 7-17
ISSN: 2364-0855
Open Access: https://www.mde.fau.de/files/2019/10/MdE_05_19_Maier_Stromer_Christlein_Bell_fertig.pdf
URL: https://www.mde.fau.de/files/2019/10/MdE_05_19_Maier_Stromer_Christlein_Bell_fertig.pdf
BibTeX: Download - Roser P., Zhong X., Birkhold A., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Physics-driven learning of x-ray skin dose distribution in interventional procedures
In: Medical Physics 46 (2019), p. 4654-4665
ISSN: 0094-2405
DOI: 10.1002/mp.13758
BibTeX: Download - Amrehn M., Steidl S., Kortekaas R., Strumia M., Weingarten M., Kowarschik M., Maier A.:
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems
In: International Journal of Biomedical Imaging 2019 (2019), p. 1-21
ISSN: 1687-4188
DOI: 10.1155/2019/1464592
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Amrehn19-ASU.pdf
BibTeX: Download - Thies M., Maier J., Eskofier B., Maier A., Levenston M., Gold G., Fahrig R.:
Automatic orientation estimation of inertial sensors in C-Arm CT Projections
In: Current Directions in Biomedical Engineering 5 (2019), p. 195-198
ISSN: 2364-5504
DOI: 10.1515/cdbme-2019-0050
BibTeX: Download - Huang X., Yang H., Huang Y., Shi L., He F., Maier A., Yan M.:
Robust mixed one-bit compressive sensing
In: Signal Processing 162 (2019), p. 161-168
ISSN: 0165-1684
DOI: 10.1016/j.sigpro.2019.04.011
BibTeX: Download - Maier A., Syben-Leisner C., Stimpel B., Würfl T., Hoffmann M., Schebesch F., Fu W., Mill L., Kling L., Christiansen SH.:
Learning with Known Operators reduces Maximum Training Error Bounds.
In: Nature Machine Intelligence 1 (2019), p. 373-380
ISSN: 2522-5839
DOI: 10.1038/s42256-019-0077-5
BibTeX: Download - Moult EM., Alibhai AY., Rebhun CB., Lee B., Ploner S., Schottenhamml J., Husvogt L., Baumal CR., Witkin AJ., Maier A., Duker JS., Rosenfeld P., Waheed NK., Fujimoto JG.:
Spatial Distribution of Choriocapillaris Impairment in Eyes with Choroidal Neovascularization Secondary to Age-Related Macular Degeneration
In: Retina-The Journal of Retinal and Vitreous Diseases (2019)
ISSN: 0275-004X
DOI: 10.1097/IAE.0000000000002556
URL: https://journals.lww.com/retinajournal/Abstract/publishahead/SPATIAL_DISTRIBUTION_OF_CHORIOCAPILLARIS.96058.aspx
BibTeX: Download - Davari A., Özkan HC., Maier A., Rieß C.:
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12 (2019), p. 2107-2120
ISSN: 1939-1404
DOI: 10.1109/JSTARS.2019.2916495
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Davari_JSTARS_2019.pdf
BibTeX: Download - Bayer S., Zhai Z., Strumia M., Tong X., Gao Y., Staring M., Stoel B., Fahrig R., Arya N., Maier A., Ravikumar N.:
Registration of vascular structures using a hybrid mixture model
In: International Journal of Computer Assisted Radiology and Surgery (2019), p. 1–10
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02007
URL: https://link.springer.com/article/10.1007/s11548-019-02007-y
BibTeX: Download - Felsner L., Hu S., Maier A., Bopp J., Ludwig V., Anton G., Riess C.:
A 3-D Projection Model for X-ray Dark-field Imaging
In: Scientific Reports 9 (2019)
ISSN: 2045-2322
DOI: 10.1038/s41598-019-45708-9
BibTeX: Download - Deitsch S., Christlein V., Berger S., Buerhop-Lutz C., Maier A., Gallwitz F., Riess C.:
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images
In: Solar Energy 185 (2019), p. 455-468
ISSN: 0038-092X
DOI: 10.1016/j.solener.2019.02.067
URL: https://arxiv.org/pdf/1807.02894.pdf
BibTeX: Download
(Techreport) - Facco Rodrigues V., da Rosa Righi R., Andre da Costa C., Eskofier B., Maier A.:
On Providing Multi-Level Quality of Service for Operating Rooms of the Future.
In: Sensors 19 (2019)
ISSN: 1424-8220
DOI: 10.3390/s19102303
BibTeX: Download - Köhler T., Bätz M., Naderi Boldaji F., Kaup A., Maier A., Rieß C.:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
In: IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2019)
ISSN: 0162-8828
DOI: 10.1109/TPAMI.2019.2917037
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Koehler19-TBT.pdf
BibTeX: Download - Maier A., Syben-Leisner C., Lasser T., Riess C.:
A gentle introduction to deep learning in medical image processing [Eine sanfte Einführung in Tiefes Lernen in der Medizinischen Bildverarbeitung]
In: Zeitschrift für Medizinische Physik 29 (2019), p. 86-101
ISSN: 0939-3889
DOI: 10.1016/j.zemedi.2018.12.003
BibTeX: Download - Stromer D., Vetter A., Özkan HC., Probst C., Maier A.:
Enhanced Crack Segmentation (eCS): A Reference Algorithm for Segmenting Cracks in Multicrystalline Silicon Solar Cells
In: IEEE Journal of Photovoltaics 9 (2019), p. 752-758
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2019.2895808
BibTeX: Download - Schneider M., Janas G., Lugauer F., Hoppe E., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Accurate fatty acid composition estimation of adipose tissue in the abdomen based on bipolar multi-echo MRI
In: Magnetic Resonance in Medicine 81 (2019), p. 2330-2346
ISSN: 0740-3194
DOI: 10.1002/mrm.27557
BibTeX: Download - Jaremenko C., Ravikumar N., Affronti E., Merklein M., Maier A.:
Determination of Forming Limits in Sheet Metal Forming Using Deep Learning
In: Materials 12 (2019)
ISSN: 1996-1944
DOI: 10.3390/ma12071051
BibTeX: Download - Stelzle F., Oetter N., Göllner L., Adler W., Rohde M., Maier A., Matthies L., Kesting MR., Knipfer C.:
Speech intelligibility in patients with oral cancer: An objective baseline evaluation of pretreatment function and impairment
In: Head and Neck-Journal For the Sciences and Specialties of the Head and Neck 41 (2019), p. 1063-1069
ISSN: 1043-3074
DOI: 10.1002/hed.25527
BibTeX: Download - Stromer D., Christlein V., Huang X., Zippert P., Hausotte T., Maier A.:
Virtual cleaning and unwrapping of non-invasively digitized soiled bamboo scrolls
In: Scientific Reports 9 (2019), Article No.: 2311
ISSN: 2045-2322
DOI: 10.1038/s41598-019-39447-0
BibTeX: Download - Lu Y., Kowarschik M., Huang X., Xia Y., Choi JH., Chen S., Hu S., Ren Q., Fahrig R., Hornegger J., Maier A.:
A learning-based material decomposition pipeline for multi-energy x-ray imaging
In: Medical Physics 46 (2019), p. 689-703
ISSN: 0094-2405
DOI: 10.1002/mp.13317
BibTeX: Download - Goncalves M., Aubreville M., Müller SK., Sievert M., Maier A., Iro H., Bohr C.:
Probe-based confocal laser endomicroscopy in detecting malignant lesions of vocal folds.
In: Acta Otorhinolaryngologica Italica (2019)
ISSN: 0392-100X
DOI: 10.14639/0392-100X-2121
BibTeX: Download - Aubreville M., Stöve M., Oetter N., Goncalves M., Knipfer C., Neumann H., Bohr C., Stelzle F., Maier A.:
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images.
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 31-42
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1836-1
BibTeX: Download - Maier A., Deserno TM., Handels H., Maier-Hein K., Palm C., Tolxdorff T.:
Guest editorial of the IJCARS—BVM 2018 special issue
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-018-01902-0
BibTeX: Download - Liu X., Huang Z., Wang Z., Wen C., Jiang Z., Yu Z., Liu J., Liu G., Huang X., Maier A., Ren Q., Lu Y.:
A deep learning based pipeline for optical coherence tomography angiography
In: Journal of Biophotonics (2019), Article No.: e201900008
ISSN: 1864-063X
DOI: 10.1002/jbio.201900008
BibTeX: Download - Zhong X., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 53--61
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1871-y
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Zhong18-AML.pdf
BibTeX: Download - Denck J., Landschütz W., Nairz K., Heverhagen JT., Maier A., Rothgang E.:
Automated Billing Code Retrieval from MRI Scanner Log Data
In: Journal of Digital Imaging (2019)
ISSN: 0897-1889
DOI: 10.1007/s10278-019-00241-z
BibTeX: Download - Fotouhi J., Unberath M., Song T., Hajek J., Lee SC., Bier B., Maier A., Osgood G., Armand M., Navab N.:
Co-localized augmented human and X-ray observers in collaborative surgical ecosystem
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02035-8
BibTeX: Download - Bayer S., Maier A., Ostermeier M., Fahrig R.:
Corrigendum to: Intraoperative imaging modalities and compensation for brain shift in tumor resection surgery (International Journal of Biomedical Imaging (2017) 2017 (6028645) DOI: 10.1155/2017/6028645)
In: International Journal of Biomedical Imaging 2019 (2019), Article No.: 9249016
ISSN: 1687-4188
DOI: 10.1155/2019/9249016
BibTeX: Download - Götz TI., Schmidkonz C., Lang EW., Maier A., Kuwert T., Ritt P.:
Factors affecting accuracy of S values and determination of time-integrated activity in clinical Lu-177 dosimetry
In: Annals of Nuclear Medicine (2019)
ISSN: 0914-7187
DOI: 10.1007/s12149-019-01365-6
BibTeX: Download - Maier A., Deserno TM., Handels H., Maier-Hein K., Palm C., Tolxdorff T.:
IJCARS: BVM 2019 special issue
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02086-x
BibTeX: Download - Bier B., Goldmann F., Zaech JN., Fotouhi J., Hegeman R., Grupp R., Armand M., Osgood G., Navab N., Maier A., Unberath M.:
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-01975-5
BibTeX: Download - Dastjerdi HM., Toepfer D., Rupitsch S., Maier A.:
Measuring surface area of skin lesions with 2D and 3D algorithms
In: International Journal of Biomedical Imaging 2019 (2019), Article No.: 4035148
ISSN: 1687-4188
DOI: 10.1155/2019/4035148
BibTeX: Download - Stimpel B., Syben-Leisner C., Schirrmacher F., Hölter P., Dörfler A., Maier A.:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing Supplementary Material
In: IEEE Transactions on Medical Imaging (2019)
ISSN: 0278-0062
DOI: 10.1109/TMI.2019.2955184
BibTeX: Download - Ghesu FC., Georgescu B., Zheng Y., Grbic S., Maier A., Hornegger J., Comaniciu D.:
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans
In: IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2019), p. 176-189
ISSN: 0162-8828
DOI: 10.1109/TPAMI.2017.2782687
BibTeX: Download - Grüneboom A., Kling L., Christiansen S., Mill L., Maier A., Engelke K., Quick HH., Schett G., Gunzer M.:
Next-generation imaging of the skeletal system and its blood supply
In: Nature Reviews Rheumatology (2019)
ISSN: 1759-4790
DOI: 10.1038/s41584-019-0274-y
BibTeX: Download - Götz T., Götz TI., Lang EW., Schmidkonz C., Maier A., Kuwert T., Ritt P.:
Particle filter de-noising of voxel-specific time-activity-curves in personalized 177Lu therapy
In: Zeitschrift für Medizinische Physik (2019)
ISSN: 0939-3889
DOI: 10.1016/j.zemedi.2019.10.005
BibTeX: Download - Roser P., Birkhold A., Zhong X., Ochs P., Stepina E., Kowarschik M., Fahrig R., Maier A.:
Pitfalls in interventional X-ray organ dose assessment—combined experimental and computational phantom study: application to prostatic artery embolization
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02037-6
BibTeX: Download - Breininger K., Hanika M., Weule M., Kowarschik M., Pfister M., Maier A.:
Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02052-7
BibTeX: Download - Preuhs A., Maier A., Manhart M., Kowarschik M., Hoppe E., Fotouhi J., Navab N., Unberath M.:
Symmetry prior for epipolar consistency
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02027-8
BibTeX: Download - Adams Seewald L., Facco Rodrigues V., Ollenschläger M., Stoffel Antunes R., Andre da Costa C., da Rosa Righi R., da Silveira Junior LG., Maier A., Eskofier B., Fahrig R.:
Toward analyzing mutual interference on infrared-enabled depth cameras
In: Computer Vision and Image Understanding (2019)
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2018.09.010
BibTeX: Download
Book Contributions
- Gottschalk T., Kreher BW., Kunze H., Maier A.:
Deep Learning Based Metal Inpainting in the Projection Domain: Initial Results
In: Machine Learning for Medical Image Reconstruction, 2019, p. 125-136
ISBN: 9783030338428
DOI: 10.1007/978-3-030-33843-5_12
BibTeX: Download - Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks
In: Rainer Röhrig, Harald Binder, Hans-Ulrich Prokosch, Ulrich Sax, Irene Schmidtmann, Susanne Stolpe, Antonia Zapf (ed.): German Medical Data Sciences: Shaping Change – Creative Solutions for Innovative Medicine, IOS Press, 2019, p. 126-133 (Studies in Health Technology and Informatics, Vol.267)
DOI: 10.3233/SHTI190816
BibTeX: Download - Marzahl C., Aubreville M., Voigt J., Maier A.:
Classification of leukemic B-Lymphoblast cells from blood smear microscopic images with an attention-based deep learning method and advanced augmentation techniques
In: Anubha Gupta, Ritu Gupta (ed.): ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging, Springer, 2019, p. 13-22 (Lecture Notes in Bioengineering)
DOI: 10.1007/978-981-15-0798-4_2
BibTeX: Download - Li Q., Luckner C., Hertel M., Radicke M., Maier A.:
Combining Ultrasound and X-Ray Imaging for Mammography
In: Bildverarbeitung für die Medizin 2019, Springer, 2019, p. 245--250
DOI: 10.1007/978-3-658-25326-4_55
BibTeX: Download
Conference Contributions
- Preuhs A., Manhart M., Roser P., Stimpel B., Syben-Leisner C., Psychogios M., Kowarschik M., Maier A.:
Image Quality Assessment for Rigid Motion Compensation
MedNeurips (Vancouver, Canada, December 8, 2019 - December 14, 2019)
Open Access: https://arxiv.org/abs/1910.04254
URL: https://arxiv.org/abs/1910.04254
BibTeX: Download - Vesal S., Ravikumar N., Maier A.:
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation
In: STACOM 2019 2019
DOI: 10.1007/978-3-030-39074-7_32
BibTeX: Download - Würfl T., Aichert A., Maass N., Dennerlein F., Maier A.:
Estimating the Fundamental Matrix Without Point Correspondences WithApplication to Transmission Imaging
International Conference on Computer Vision 2019 (Seoul, Südkorea, October 27, 2019 - November 2, 2019)
In: Proceedings of the IEEE International Conference on Computer Vision 2019
DOI: 10.1109/iccv.2019.00116
URL: http://openaccess.thecvf.com/content_ICCV_2019/papers/Wurfl_Estimating_the_Fundamental_Matrix_Without_Point_Correspondences_With_Application_to_ICCV_2019_paper.pdf
BibTeX: Download - Huang Y., Preuhs A., Lauritsch G., Manhart M., Huang X., Maier A.:
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
MICCAI MLMIR (Shenzhen, China, October 17, 2019 - October 17, 2019)
In: Knoll, Florian and Maier, Andreas and Rueckert, Daniel and Ye, Jong Chul (ed.): Machine Learning for Medical Image Reconstruction, Cham: 2019
DOI: 10.1007/978-3-030-33843-5_10
URL: https://link.springer.com/chapter/10.1007/978-3-030-33843-5_10
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
Measuring CT Reconstruction Quality with Deep Convolutional Networks
Second International Workshop on Machine Learning for Medical Image Reconstruction (Shenzhen, China, October 17, 2019 - October 17, 2019)
In: Knoll F., Maier A., Rueckert D., Ye J. (ed.): Machine Learning for Medical Image Reconstruction 2019
DOI: 10.1007/978-3-030-33843-5_11
URL: https://link.springer.com/chapter/10.1007/978-3-030-33843-5_11
BibTeX: Download - Fu W., Breininger K., Schaffert R., Ravikumar N., Maier A.:
A Divide-and-Conquer Approach towards Understanding Deep Networks
MICCAI 2019 (Shenzhen, China, October 13, 2019 - October 17, 2019)
In: Dinggang Shen, Tianming Liu, Terry M. Peters, Lawrence H. Staib, Caroline Essert, Sean Zhou, Pew-Thian Yap, Ali Khan (ed.): Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen: 2019
DOI: 10.1007/978-3-030-32239-7_21
URL: https://link.springer.com/chapter/10.1007/978-3-030-32239-7_21
BibTeX: Download - Denzinger F., Wels M., Ravikumar N., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics
MICCAI (Shenzhen, October 13, 2019 - October 17, 2019)
In: Shen, D., Liu, T., Peters, T.M., Staib, L.H., Essert, C., Zhou, S., Yap, P.-T., Khan, A. (ed.): MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 2019
DOI: 10.1007/978-3-030-32251-9_65
URL: http://arxiv.org/abs/1912.06075
BibTeX: Download - Kordon F., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery
22nd International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (Shenzhen, October 13, 2019 - October 17, 2019)
In: Shen D., Liu T., Peters T.M., Staib L.H., Essert C., Zhou S., Yap P.-T., Khan A. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32226-7_69
BibTeX: Download - Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Medical Image Computing and Computer Assisted Intervention (Shenzhen, October 13, 2019 - October 17, 2019)
In: Proceedings of MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32248-9_11
BibTeX: Download - Buerhop-Lutz C., Hoffmann M., Reeb L., Pickel T., Hauch J., Maier A.:
Applying Deep Learning Algorithms to EL-images for Predicting the Module Power
36th European Photovoltaic Solar Energy Conference and Exhibition (Marseille, September 9, 2019 - September 13, 2019)
In: Proceedings of the 36th European Photovoltaic Solar Energy Conference and Exhibition 2019
DOI: 10.4229/EUPVSEC20192019-4CO.1.2
BibTeX: Download - Bayer S., Zhai Z., Strumia M., Tong X., Gao Y., Staring M., Stoel B., Ostermeier M., Fahrig R., Arya N., Maier A., Ravikumar N.:
Local topology preservation for vascular centerline matching using a hybrid mixture model
2019 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC) (Manchester, GB, October 26, 2019 - November 2, 2019)
In: IEEE (ed.): Conference Record IEEE 2019 NSSMIC 2019
DOI: 10.1109/nss/mic42101.2019.9059857
BibTeX: Download - Madhu P., Kosti RV., Mührenberg L., Bell P., Maier A., Christlein V.:
Recognizing Characters in Art History Using Deep Learning
SUMAC 2019 - The 1st workshop on Structuring and Understanding of Multimedia heritAge Contents (Nice, October 21, 2019 - October 25, 2019)
In: Recognizing Characters in Art History Using Deep Learning 2019
DOI: 10.1145/3347317.3357242
BibTeX: Download - Seuret M., Limbach S., Weichselbaumer N., Maier A., Christlein V.:
Dataset of pages from early printed books with multiple font groups
5th International Workshop on Historical Document Imaging and Processing, HIP 2019, held in conjunction with ICDAR 2019 (Sydney, NSW, September 20, 2019 - September 21, 2019)
In: ACM International Conference Proceeding Series 2019
DOI: 10.1145/3352631.3352640
BibTeX: Download - Reymann M., Würfl T., Ritt P., Cachovan M., Stimpel B., Maier A.:
Deep Image Denoising in SPECT
Annual Congress of the European Association of Nuclear Medicine (Barcelona, October 12, 2019 - October 16, 2019)
In: Springer-Verlag GmbH Germany, part of Springer Nature 2019 (ed.): European Journal of Nuclear Medicine and Molecular Imaging (2019) 46 (Suppl 1): S1–S952, 10.1007/s00259-019-04486-2, Berlin, Heidelberg: 2019
DOI: 10.1007/s00259-019-04486-2
URL: https://link.springer.com/article/10.1007/s00259-019-04486-2
BibTeX: Download - Mayr M., Hoffmann M., Maier A., Christlein V.:
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm
2019 IEEE International Conference on Image Processing (Taipei, September 22, 2019 - September 25, 2019)
In: IEEE (ed.): 2019 IEEE International Conference on Image Processing (ICIP) 2019
DOI: 10.1109/ICIP.2019.8803116
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Mayr19-WSS.pdf
BibTeX: Download - Ploner S., Schottenhamml J., Moult EM., Husvogt L., Alibhai AY., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Correction of artifacts from misregistered B-scans in orthogonally scanned and registered OCT angiography
ARVO Annual Meeting 2019 (Vancouver, B.C., Canada, April 28, 2019 - May 2, 2019)
In: Investigative Ophthalmology & Visual Science 2019
URL: https://iovs.arvojournals.org/article.aspx?articleid=2745781&resultClick=1
BibTeX: Download - Schottenhamml J., Ploner S., Moult EM., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Deep learning based hybrid OCT-OCTA segmentation of Bruch's membrane in pathology
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, April 28, 2019 - May 2, 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
BibTeX: Download - Moult E., Alibhai AY., Lee B., Ploner S., Maier A., Duker JS., Waheed NK., Fujimoto JG.:
Relationship between CC Impairment and GA Growth: An Optical Coherence Tomography Angiography Study
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, April 28, 2019 - May 2, 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
BibTeX: Download - Husvogt L., Ploner S., Moult EM., Alibhai AY., Schottenhamml J., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Using Medical Image Reconstruction Methods for Denoising of OCTA Data
ARVO Annual Meeting 2019 (Vancouver, B.C., Canada, April 28, 2019 - May 2, 2019)
In: Investigative Ophthalmology & Visual Science 2019
URL: https://iovs.arvojournals.org/article.aspx?articleid=2746928&resultClick=1
BibTeX: Download - Kling L., Mill L., Grüneboom A., Sarau G., Herrmann M., Schett G., Maier A., Christiansen SH.:
THE 4-D+ NANOSCOPE: THE RESOLUTION FOR BIOLOGICAL SAMPLES
Annual European Congress of Rheumatology (EULAR) (Madrid, June 12, 2019 - June 15, 2019)
In: ANNALS OF THE RHEUMATIC DISEASES, LONDON: 2019
DOI: 10.1136/annrheumdis-2019-eular.8516
BibTeX: Download - Preuhs A., Manhart M., Hoppe E., Kowarschik M., Maier A.:
Motion Gradients for Epipolar Consistency
15th International Meeting on Fully Three-Dimensional Image Reconstruction (Philadelphia, PA, June 2, 2019 - June 6, 2019)
DOI: 10.1117/12.2532319
BibTeX: Download - Guo Z., Lauritsch G., Maier A., Noo F.:
Theoretically-exact filtered-backprojection reconstruction from real data on the line-ellipse-line trajectory
15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine
In: Proceedings Volume 11072 2019
DOI: 10.1117/12.2533655
BibTeX: Download - Yoon SS., Hoppe E., Schmidt M., Forman C., Sharma P., Tillmanns C., Maier A., Wetzl J.:
Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks
Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition (Montreal, May 11, 2019 - May 16, 2019)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) 2019
URL: https://index.mirasmart.com/ISMRM2019/PDFfiles/2131.html
BibTeX: Download - Hoßbach J., Splitthoff D., Haskell M., Cauley S., Meyer H., Pfeuffer J., Maier A.:
Deep Neural Networks for Motion Estimation in k-space: Applications and Design
Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) (Montreal, May 11, 2019 - May 16, 2019)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2019
BibTeX: Download - Hoppe E., Wetzl J., Forman C., Koerzdoerfer G., Schneider M., Speier P., Schmidt M., Maier A.:
Free-Breathing, Self-Navigated and Dynamic 3-D Multi-Contrast Cardiac CINE Imaging Using Cartesian Sampling and Compressed Sensing
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) (Montreal, May 11, 2019 - May 16, 2019)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) 2019
BibTeX: Download - Nicolaou A., Dey S., Christlein V., Maier A., Karatzas D.:
Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings
2nd International Workshop on Reproducible Research in Pattern Recognition, RRPR 2018 (Beijing, August 20, 2018 - August 20, 2018)
In: Hugues Talbot, Pascal Monasse, Bertrand Kerautret, Miguel Colom, Daniel Lopresti (ed.): RRPR 2018: Reproducible Research in Pattern Recognition 2019
DOI: 10.1007/978-3-030-23987-9_5
URL: https://arxiv.org/pdf/1806.07171.pdf
BibTeX: Download - Schröter H., Nöth E., Maier A., Cheng R., Barth V., Bergler C.:
Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Brighton, May 12, 2019 - May 17, 2019)
In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
DOI: 10.1109/ICASSP.2019.8683785
URL: https://ieeexplore.ieee.org/abstract/document/8683785
BibTeX: Download - Schwinn L., Haderlein T., Nöth E., Maier A.:
Impact of Pathologies on Automatic Age Estimation
Fortschritte der Akustik - DAGA 2019 (DAGA 2019 - 45. Jahrestagung für Akustik) (Rostock, March 18, 2019 - March 21, 2019)
In: Deutsche Gesellschaft für Akustik e.V. (ed.): Fortschritte der Akustik - DAGA 2019, Rostock: 2019
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Schwinn19-IOP.pdf
BibTeX: Download - Felsner L., Hu S., Ludwig V., Anton G., Maier A., Rieß C.:
On the Characteristics of Helical 3-D X-ray Dark-field Imaging
Bildverarbeitung für die Medizin (BVM 2019) (Lübeck, March 17, 2019 - March 19, 2019)
DOI: 10.1007/978-3-658-25326-4_59
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Felsner19-OTC.pdf
BibTeX: Download - Zhong X., Roser P., Bayer S., Ravikumar N., Strobel N., Birkhold A., Horz T., Kowarschik M., Fahrig R., Maier A.:
Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation
Bildverarbeitung für die Medizin (Lübeck, March 17, 2019 - March 19, 2019)
In: BVM 2019
DOI: 10.1007/978-3-658-25326-4_27
BibTeX: Download - Neufeld D., Würfl T., Gruber R., Schön T., Maier A.:
Realistic Image Synthesis of Imperfect Specimens using Generative Networks
9th Conference on Industrial Computed Tomography (iCT 2019) (Padova)
In: Proceedings of the 9th Conference on Industrial Computed Tomography (iCT 2019) 2019
Open Access: https://www.ndt.net/article/ctc2019/papers/iCT2019_Full_paper_33.pdf
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Neufeld19-RIS.pdf
BibTeX: Download - Aubreville M., Bertram CA., Klopfleisch R., Maier A.:
Field of Interest Proposal for Augmented Mitotic Cell Count: Comparison of Two Convolutional Networks
BIOSTEC/BIOIMAGING 2019 (Prague, February 22, 2019 - February 24, 2019)
In: SciTePress (ed.): Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: BIOIMAGING 2019
DOI: 10.5220/0007365700300037
URL: http://www.scitepress.org/PublicationsDetail.aspx?ID=t/vdV3xX7x0=&t=1
BibTeX: Download - Breininger K., Hanika M., Weule M., Kowarschik M., Pfister M., Maier A.:
3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_37
BibTeX: Download - Vesal S., Ravikumar N., Maier A.:
A 2D dilated residual U-net for multi-organ segmentation in thoracic CT
2019 SegTHOR Challenge: Segmentation of THoracic Organs at Risk in CT Images, SegTHOR 2019 (Venice, April 10, 2019)
In: Su Ruan, Caroline Petitjean, Bernard Dubray, Bernard Dubray, Zoe Lambert (ed.): CEUR Workshop Proceedings 2019
BibTeX: Download - Leipert M., Sadowski J., Kießling M., Ngandeu EK., Maier A.:
A Mixed Reality Simulation for Robotic Systems
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas Tolxdorff, Klaus H. Maier-Hein, Andreas Maier, Heinz Handels, Christoph Palm, Thomas M. Deserno (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_49
BibTeX: Download - Mustafa A., Biswas A., Bergler C., Schottenhamml J., Maier A.:
Analysis by adversarial synthesis - A novel approach for speech vocoding
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, AUT, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-1195
BibTeX: Download - Luckner C., Magdalena H., Ritschl L., Maier A., Kappler S.:
Assessment of measurement deviations: length-extended x-ray imaging for orthopedic applications
SPIE: Medical Imaging (San Diego, CA, USA)
In: Medical Imaging 2019: Physics of Medical Imaging 2019
DOI: 10.1117/12.2511507
BibTeX: Download - Aubreville M., Bertram CA., Klopfleisch R., Maier A.:
Augmented Mitotic Cell Count Using Field of Interest Proposal
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_71
BibTeX: Download - Weichselbaumer N., Seuret M., Limbach S., Christlein V., Maier A.:
Automatic Font Group Recognition in Early Printed Books
DHd 2019 (Mainz und Frankfurt, March 25, 2019 - March 29, 2019)
In: Patrick Sahle (ed.): 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum e.V. 2019
DOI: 10.5281/zenodo.2596095
URL: https://zenodo.org/record/2596095
BibTeX: Download - Li Q., Luckner C., Hertel M., Radicke M., Maier A.:
Combining Ultrasound and X-Ray Imaging for Mammography: A Prototype Design
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_55
BibTeX: Download - Geimer T., Keall P., Breininger K., Caillet V., Dunbar M., Bert C., Maier A.:
Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart, DEU, October 9, 2018 - October 12, 2018)
In: Thomas Brox, Mario Fritz, Andrés Bruhn (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-12939-2_40
BibTeX: Download - Christlein V., Spranger L., Seuret M., Nikolaou A., Král P., Maier A.:
Deep Generalized Max Pooling
2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
DOI: 10.1109/ICDAR.2019.00177
URL: https://arxiv.org/abs/1908.05040
BibTeX: Download - Bergler C., Schmitt M., Cheng RX., Maier A., Barth V., Nöth E.:
Deep Learning for Orca Call Type Identification – A Fully Unsupervised Approach
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-1857
BibTeX: Download - Bergler C., Schmitt M., Cheng RX., Schröter H., Maier A., Barth V., Weber M., Nöth E.:
Deep Representation Learning for Orca Call Type Classification
22nd International Conference on Text, Speech, and Dialogue, TSD 2019 (Ljubljana, September 11, 2019 - September 13, 2019)
In: Kamil Ekštein (ed.): Text, Speech, and Dialogue, 22nd International Conference, TSD 2019, Ljubljana, Slovenia, September 11–13, 2019, Proceedings 2019
DOI: 10.1007/978-3-030-27947-9_23
BibTeX: Download - Syben-Leisner C., Stimpel B., Lommen J., Würfl T., Dörfler A., Maier A.:
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart)
DOI: 10.1007/978-3-030-12939-2_35
BibTeX: Download - Xu Y., Schebesch F., Ravikumar N., Maier A.:
Detection of Unseen Low-Contrast Signals Using Classic and Novel Model Observers
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_47
BibTeX: Download - Vesal S., Ravikumar N., Maier A.:
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI
International Workshop on Statistical Atlases and Computational Models of the Heart
In: STACOM 2018: Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges 2019
DOI: 10.1007/978-3-030-12029-0_35
BibTeX: Download - Folle L., Vesal S., Ravikumar N., Maier A.:
Dilated deeply supervised networks for hippocampus segmentation in MRI
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_18
BibTeX: Download - Roser P., Birkhold A., Zhong X., Stepina E., Kowarschik M., Fahrig R., Maier A.:
Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_60
BibTeX: Download - Haase V., Stierstorfer K., Hahn K., Schöndube H., Maier A., Noo F.:
Exploring the space between smoothed and non-smooth total variation for 3D iterative CT reconstruction
Medical Imaging 2019: Physics of Medical Imaging (San Diego, CA, February 17, 2019 - February 20, 2019)
In: Hilde Bosmans, Guang-Hong Chen, Taly Gilat Schmidt (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2513375
BibTeX: Download - Syben-Leisner C., Stimpel B., Lommen J., Würfl T., Dörfler A., Maier A.:
Fan-to-Parallel Beam Conversion: Deriving Neural Network Architectures Using Precision Learning
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_9
BibTeX: Download - Hoffmann M., Doll B., Talkenberg F., Brabec C., Maier A., Christlein V.:
Fast and Robust Detection of Solar Modules in Electroluminescence Images
18th International Conference on Computer Analysis of Images and Patterns (Salerno, September 2, 2019 - September 6, 2019)
In: Springer, Cham (ed.): Computer Analysis of Images and Patterns 2019
DOI: 10.1007/978-3-030-29891-3
URL: https://www.researchgate.net/publication/335361806_Fast_and_Robust_Detection_of_Solar_Modules_in_Electroluminescence_Images
BibTeX: Download - Kuhnert N., Maier A.:
Flexible Log File Parsing Using Hidden Markov Models
DOI: 10.5121/csit.2019.91201
BibTeX: Download - Christlein V., Nikolaou A., Seuret M., Stutzmann D., Maier A.:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents
2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
DOI: 10.1109/ICDAR.2019.00242
URL: https://arxiv.org/abs/1912.03713
BibTeX: Download - Jain B., Kuhnert N., deOliveira A., Maier A.:
Image-based Detection of MRI Hardware Failures
DOI: 10.1007/978-3-658-25326-4_46
BibTeX: Download - Amrehn M., Strumia M., Kowarschik M., Maier A.:
Interactive Neural Network Robot User Investigation for Medical Image Segmentation
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_16
BibTeX: Download - Amri A., Bier B., Maier J., Maier A.:
Isocenter Determination from Projection Matrices of a C-Arm CBCT
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_61
BibTeX: Download - Zaech JN., Gao C., Bier B., Taylor R., Maier A., Navab N., Unberath M.:
Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories
22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, October 13, 2019 - October 17, 2019)
In: Dinggang Shen, Pew-Thian Yap, Tianming Liu, Terry M. Peters, Ali Khan, Lawrence H. Staib, Caroline Essert, Sean Zhou (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-32254-0_2
BibTeX: Download - Gündel S., Grbic S., Georgescu B., Liu S., Maier A., Comaniciu D.:
Learning to recognize abnormalities in chest X-rays with location-aware dense networks
23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018 (Madrid, November 19, 2018 - November 22, 2018)
In: Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-13469-3_88
BibTeX: Download - Kurzendorfer T., Breininger K., Steidl S., Maier A., Fahrig R.:
Left ventricle segmentation in LGE-MRI using multiclass learning
Medical Imaging 2019: Image Processing (San Diego, CA, February 19, 2019 - February 21, 2019)
In: Bennett A. Landman, Elsa D. Angelini, Elsa D. Angelini, Elsa D. Angelini (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2511610
BibTeX: Download - Kaiser N., Fieselmann A., Vesal S., Ravikumar N., Ritschl L., Kappler S., Maier A.:
Mammographic breast density classification using a deep neural network: assessment based on inter-observer variability
Conference on Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (San Diego, CA, February 20, 2019 - February 21, 2019)
In: MEDICAL IMAGING 2019: IMAGE PERCEPTION, OBSERVER PERFORMANCE, AND TECHNOLOGY ASSESSMENT, BELLINGHAM: 2019
DOI: 10.1117/12.2513420
BibTeX: Download - Preuhs A., Ravikumar N., Manhart M., Stimpel B., Hoppe E., Syben-Leisner C., Kowarschik M., Maier A.:
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_29
BibTeX: Download - Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart, October 9, 2018 - October 12, 2018)
In: Thomas Brox, Mario Fritz, Andrés Bruhn (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-12939-2_11
BibTeX: Download - Choi D., Kim J., Chae SH., Kim B., Baek J., Maier A., Fahrig R., Park HS., Choi JH.:
Multidimensional noise reduction in C-arm cone-beam CT via 2D-based Landweber iteration and 3D-based deep neural networks
Medical Imaging 2019: Physics of Medical Imaging (San Diego, CA, February 17, 2019 - February 20, 2019)
In: Hilde Bosmans, Guang-Hong Chen, Taly Gilat Schmidt (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2512723
BibTeX: Download - Stimpel B., Syben-Leisner C., Schirrmacher F., Dörfler A., Maier A., Hölter P.:
Multi-Modal Super-Resolution with Deep Guided Filtering
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_25
BibTeX: Download - Choi D., Kim J., Chae SH., Baek J., Maier A., Fahrig R., Park HS., Choi JH.:
Noise reduction method in low-dose CT data combining neural networks and an iterative reconstruction technique
International Forum on Medical Imaging in Asia 2019 (Singapore, January 7, 2019 - January 9, 2019)
In: Proceedings of SPIE - The International Society for Optical Engineering 2019
DOI: 10.1117/12.2521445
BibTeX: Download - Guo Z., Lauritsch G., Maier A., Kugler P., Islam M., Vogt F., Noo F.:
On C-arm CT imaging with the extended line-ellipse-line trajectory
IEEE Nuclear Science Symposium / Medical Imaging Conference (NSS/MIC) (Manchester, ENGLAND)
In: 2019 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), NEW YORK: 2019
DOI: 10.1109/nss/mic42101.2019.9059681
BibTeX: Download - Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
On the Value of the Non-negativity Constraint in CT
IEEE Nuclear Science Symposium / Medical Imaging Conference (NSS/MIC) (Manchester, October 26, 2019 - November 2, 2019)
In: 2019 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), NEW YORK: 2019
DOI: 10.1109/NSS/MIC42101.2019.9059667
BibTeX: Download - Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
On the Value of the Non-negativity Constraint in CT
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Manchester, October 26, 2019 - November 2, 2019)
In: 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) 2019
DOI: 10.1109/nss/mic42101.2019.9059667
BibTeX: Download - Stimpel B., Syben-Leisner C., Würfl T., Breininger K., Lommen J., Dörfler A., Maier A.:
Projection image-to-image translation in hybrid x-ray/MR imaging
Medical Imaging 2019: Image Processing (San Diego, CA, February 19, 2019 - February 21, 2019)
In: Bennett A. Landman, Elsa D. Angelini, Elsa D. Angelini, Elsa D. Angelini (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2512195
BibTeX: Download - Geimer T., Ploner S., Keall P., Bert C., Maier A.:
Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear Model
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, DEU, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_70
BibTeX: Download - Chen S., Gehrer S., Kaliman S., Ravikumar N., Becit A., Aliee M., Dudziak D., Merkel R., Smith AS., Maier A.:
Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration
Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Handels H., Deserno T., Maier A., Maier-Hein K., Palm C., Tolxdorff T. (ed.): Bildverarbeitung für die Medizin 2019. Informatik aktuell. 2019
DOI: 10.1007/978-3-658-25326-4_26
BibTeX: Download - Bercea CI., Pauly O., Maier A., Ghesu FC.:
SHAMANN: Shared Memory Augmented Neural Networks
26th International Conference on Information Processing in Medical Imaging, IPMI 2019 (Hong Kong, June 2, 2019 - June 7, 2019)
In: Siqi Bao, Albert C.S. Chung, James C. Gee, Paul A. Yushkevich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-20351-1_65
BibTeX: Download - Maier J., Black M., Hall M., Choi JH., Levenston M., Gold G., Fahrig R., Eskofier B., Maier A.:
Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus
Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Bildverarbeitung für die Medizin 2019 2019
DOI: 10.1007/978-3-658-25326-4_21
URL: https://link.springer.com/chapter/10.1007/978-3-658-25326-4_21
BibTeX: Download - Mill L., Kling L., Grüneboom A., Schett G., Christiansen S., Maier A.:
Towards In-Vivo X-Ray Nanoscopy: Acquisition Parameters vs. Image Quality
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_56
BibTeX: Download - Aubreville M., Goncalves M., Knipfer C., Oetter N., Würfl T., Neumann H., Stelzle F., Bohr C., Maier A.:
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract
11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018 (Funchal, January 19, 2018 - January 21, 2018)
In: Sergi Bermúdez i Badia, Alberto Cliquet, Sheldon Wiebe, Reyer Zwiggelaar, Paul Anderson, Ana Fred, Hugo Gamboa, Giovanni Saggio (ed.): Communications in Computer and Information Science 2019
DOI: 10.1007/978-3-030-29196-9_4
BibTeX: Download - Reymann M., Würfl T., Stimpel B., Ritt P., Cachovan M., Vija AH., Maier A.:
U-Net for SPECT Image Denoising
2019 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC) (Manchester, October 26, 2019 - November 2, 2019)
In: IEEE (ed.): 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) 2019
DOI: 10.1109/nss/mic42101.2019.9059879
BibTeX: Download - Zarei S., Stimpel B., Syben-Leisner C., Maier A.:
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_22
BibTeX: Download - Arbogast N., Kurzendorfer T., Breininger K., Mountney P., Toth D., Narayan SA., Maier A.:
Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_41
BibTeX: Download
Miscellaneous
- Gündel S., Ghesu FC., Grbic S., Gibson E., Georgescu B., Maier A., Comaniciu D.:
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels
(2019)
URL: https://arxiv.org/abs/1905.06362
BibTeX: Download
(online publication)
2018
Authored Books
- Haase S., Maier A.:
Endoscopy
Cham: Springer, 2018
(Lecture Notes in Computer Science(LNCS), Vol.11111)
ISBN: 978-3-319-96519-2
DOI: 10.1007/978-3-319-96520-8_4
BibTeX: Download - Berger M., Yang Q., Maier A.:
X-ray Imaging
Cham: Springer, 2018
(Lecture Notes in Computer Science(LNCS))
ISBN: 978-3-319-96519-2
DOI: 10.1007/978-3-319-96520-8_7
BibTeX: Download
Journal Articles
- Dorn S., Chen S., Sawall S., Maier J., Knaup M., Uhrig M., Schlemmer HP., Maier A., Lell M., Kachelriess M.:
Towards context-sensitive CT imaging organ-specific image formation for single (SECT) and dual energy computed tomography (DECT)
In: Medical Physics 45 (2018), p. 4541-4557
ISSN: 0094-2405
DOI: 10.1002/mp.13127
BibTeX: Download - Huang Y., Lu Y., Taubmann O., Lauritsch G., Maier A.:
Traditional machine learning for limited angle tomography
In: International Journal of Computer Assisted Radiology and Surgery 8/2018 (2018), p. 1-9
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1851-2
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-TML_IJCARS.pdf
BibTeX: Download - Schirrmacher F., Köhler T., Endres J., Lindenberger T., Husvogt L., Fujimoto JG., Hornegger J., Dörfler A., Maier A., Hölter P.:
Temporal and Volumetric Denoising via Quantile Sparse Image Prior
In: Medical Image Analysis 48 (2018), p. 131-146
ISSN: 1361-8415
DOI: 10.1016/j.media.2018.06.002
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schirrmacher18-TAV.pdf
BibTeX: Download - Davari A., Aptoula E., Yanikoglu B., Maier A., Riess C.:
GMM-based Synthetic Samples for Classification of Hyperspectral Images with Limited Training Data
In: IEEE Geoscience and Remote Sensing Letters 15 (2018), p. 942-946
ISSN: 1545-598X
DOI: 10.1109/LGRS.2018.2817361
URL: https://arxiv.org/pdf/1712.04778.pdf
BibTeX: Download - Würfl T., Hoffmann M., Christlein V., Breininger K., Huang Y., Unberath M., Maier A.:
Deep Learning Computed Tomography: Learning Projection-Domain Weights from Image Domain in Limited Angle Problems
In: IEEE Transactions on Medical Imaging 37 (2018), p. 1454-1463
ISSN: 0278-0062
DOI: 10.1109/TMI.2018.2833499
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Wurfl18-DLC.pdf
BibTeX: Download - Huang Y., Taubmann O., Huang X., Haase V., Lauritsch G., Maier A.:
Scale-Space Anisotropic Total Variation for Limited Angle Tomography
In: IEEE Transactions on Radiation and Plasma Medical Sciences 2 (2018), p. 307-314
ISSN: 2469-7311
DOI: 10.1109/TRPMS.2018.2824400
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-SAT.pdf
BibTeX: Download - Rebhun CB., Moult EM., Ploner S., Moreira-Neto C., Alibhai AY., Schottenhamml J., Lee B., Choi W., Rifai FA., Tams M., Husvogt L., Baumal CR., Witkin AJ., Maier A., Rosenfeld P., Duker JS., Fujimoto JG., Waheed NK.:
Analyzing relative blood flow speeds in choroidal neovascularization using variable interscan time analysis OCT angiography
In: Ophthalmology Retina 2 (2018), p. 306-319
ISSN: 2468-7219
DOI: 10.1016/j.oret.2017.08.013
URL: https://www.sciencedirect.com/science/article/abs/pii/S2468653017303561?via=ihub
BibTeX: Download - Affronti E., Jaremenko C., Merklein M., Maier A.:
Analysis of Forming Limits in Sheet Metal Forming with Pattern Recognition Methods. Part 1: Characterization of Onset of Necking and Expert Evaluation
In: Materials 11 (2018)
ISSN: 1996-1944
DOI: 10.3390/ma11091495
BibTeX: Download - Jaremenko C., Affronti E., Maier A., Merklein M.:
Analysis of Forming Limits in Sheet Metal Forming with Pattern Recognition Methods. Part 2: Unsupervised Methodology and Application
In: Materials 11 (2018), p. 1892
ISSN: 1996-1944
DOI: 10.3390/ma11101892
BibTeX: Download - Fischer P., Faranesh A., Pohl T., Maier A., Rogers T., Ratnayaka K., Lederman R., Hornegger J.:
An MR-Based Model for Cardio-Respiratory Motion Compensation of Overlays in X-Ray Fluoroscopy
In: IEEE Transactions on Medical Imaging 37 (2018), p. 47-60
ISSN: 0278-0062
DOI: 10.1109/TMI.2017.2723545
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Fischer18-AMM.pdf
BibTeX: Download - Stoffel Antunes R., Adams Seewald L., Facco Rodrigues V., Facco Rodrigues V., Andre da Costa C., da Silveira Junior LG., da Rosa Righi R., Maier A., Eskofier B., Ollenschläger M., Naderi Boldaji F., Fahrig R., Bauer S., Klein S., Campanatti G.:
A Survey of Sensors in Healthcare Workflow Monitoring
In: ACM Computing Surveys 51 (2018), Article No.: 42
ISSN: 0360-0300
DOI: 10.1145/3177852
URL: https://dl.acm.org/citation.cfm?id=3177852
BibTeX: Download - Unberath M., Fotouhi J., Hajek J., Maier A., Osgood G., Taylor R., Armand M., Navab N.:
Augmented reality-based feedback for technician-in-the-loop C-arm repositioning
In: Healthcare Technology Letters 5 (2018), p. 143-147
ISSN: 2053-3713
DOI: 10.1049/htl.2018.5066
BibTeX: Download - Stimpel B., Wetzl J., Forman C., Schmidt M., Maier A., Unberath M.:
Automated Curved and Multiplanar Reformation for Screening of the Proximal Coronary Arteries in MR Angiography
In: Journal of Imaging 4 (2018), p. 1-17
ISSN: 2313-433X
DOI: 10.3390/jimaging4110124
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stimpel18-ACA.pdf
BibTeX: Download - Stromer D., Christlein V., Martindale C., Zippert P., Haltenberger E., Hausotte T., Maier A.:
Browsing through sealed historical manuscripts by using 3-D computed tomography with low-brilliance X-ray sources
In: Scientific Reports 8 (2018), p. 15335
ISSN: 2045-2322
DOI: 10.1038/s41598-018-33685-4
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-BTS.pdf
BibTeX: Download - Huang X., Suykens JAK., Wang S., Hornegger J., Maier A.:
Classification With Truncated l1 Distance Kernel
In: IEEE Transactions on Neural Networks 29 (2018), p. 2025-2030
ISSN: 1045-9227
DOI: 10.1109/TNNLS.2017.2668610
BibTeX: Download - Klugmann A., Bier B., Müller K., Maier A., Unberath M.:
Deformable Respiratory Motion Correction for Hepatic Rotational Angiography
In: Computerized Medical Imaging and Graphics 66 (2018), p. 82-89
ISSN: 0895-6111
DOI: 10.1016/j.compmedimag.2018.03.003
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Klugmann18-DRM.pdf
BibTeX: Download - Ellmann S., Bielowski C., Wenkel E., Vesal S., Maier A., Uder M., Bäuerle T.:
Ein klinisch anwendbares Neuronales Netzwerk zur Klassifikation suspekter Läsionen in der Mamma-MRT
In: Fortschritte auf dem Gebiete der Röntgenstrahlen 190 (2018), p. WISS 401.2
ISSN: 0367-2239
DOI: 10.1055/s-0038-1641379
BibTeX: Download - Fürsattel P., Placht S., Maier A., Riess C.:
Geometric primitive refinement for structured light cameras
In: Machine Vision and Applications 29 (2018), p. 313-327
ISSN: 1432-1769
DOI: 10.1007/s00138-017-0901-z
BibTeX: Download - Breininger K., Albarqouni S., Kurzendorfer T., Pfister M., Kowarschik M., Maier A.:
Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair
In: International Journal of Computer Assisted Radiology and Surgery 13 (2018), p. 1221-1231
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1779-6
BibTeX: Download - Lu Y., Kowarschik M., Huang X., Chen S., Ren Q., Fahrig R., Hornegger J., Maier A.:
Material Decomposition Using Ensemble Learning for Spectral X-ray Imaging
In: IEEE Transactions on Radiation and Plasma Medical Sciences 2 (2018), p. 194-204
ISSN: 2469-7311
DOI: 10.1109/TRPMS.2018.2805328
BibTeX: Download - Unberath M., Taubmann O., Aichert A., Achenbach S., Maier A.:
Prior-Free Respiratory Motion Estimation in Rotational Angiography
In: IEEE Transactions on Medical Imaging 37 (2018), p. 1999-2009
ISSN: 0278-0062
DOI: 10.1109/TMI.2018.2806310
BibTeX: Download - Bier B., Ravikumar N., Unberath M., Levenstone M., Gold G., Fahrig R., Maier A.:
Range Imaging for Motion Compensation in C-Arm Cone-Beam CT of Knees under Weight-Bearing Conditions
In: Journal of Imaging 4 (2018), p. 1-16
ISSN: 2313-433X
DOI: 10.3390/jimaging4010013
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Bier18-RIF.pdf
BibTeX: Download - Lugauer F., Wetzl J., Forman C., Schneider M., Kiefer B., Hornegger J., Nickel D., Maier A.:
Single-breath-hold abdominal T1 mapping using 3D Cartesian Look-Locker with spatiotemporal sparsity constraints
In: Magnetic Resonance Materials in Physics Biology and Medicine (2018), p. 1-16
ISSN: 1352-8661
DOI: 10.1007/s10334-017-0670-8
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Lugauer18-SAT.pdf
BibTeX: Download - Ghesu FC., Georgescu B., Grbic S., Maier A., Hornegger J., Comaniciu D.:
Towards Intelligent Robust Detection of Anatomical Structures in Incomplete Volumetric Data
In: Medical Image Analysis 1 (2018), p. 203-213
ISSN: 1361-8415
DOI: 10.1016/j.media.2018.06.007
BibTeX: Download - Preuhs A., Berger M., Bauer S., Redel T., Unberath M., Achenbach S., Maier A.:
Viewpoint Planning for Quantitative Coronary Angiography (IJCARS)
In: International Journal of Computer Assisted Radiology and Surgery 13 (2018), p. 1159-1167
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1763-1
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Preuhs18-VPF1.pdf
BibTeX: Download
Book Contributions
- Husvogt L., Ploner S., Maier A.:
Optical Coherence Tomography
In: Andreas MaierStefan SteidlVincent ChristleinJoachim Hornegger (ed.): Medical Imaging Systems, Cham: Springer, 2018, p. 251-261 (Lecture Notes in Computer Science book series (LNCS), Vol.11111)
ISBN: 978-3-319-96520-8
DOI: 10.1007/978-3-319-96520-8_12
URL: https://link.springer.com/chapter/10.1007/978-3-319-96520-8_12
BibTeX: Download - Kuhnert N., Lindenmayr O., Maier A.:
Classification of body regions based on MRI log files
In: Marek Kurzynski, Michal Wozniak, Robert Burduk (ed.): Proceedings of the 10th International Conference on Computer Recognition Systems, CORES 2017, Springer Verlag, 2018, p. 102-109 (Advances in Intelligent Systems and Computing, Vol.578)
DOI: 10.1007/978-3-319-59162-9_11
BibTeX: Download - Taubmann O., Berger M., Bögel M., Xia Y., Balda M., Maier A.:
Computed Tomography
In: Medical Imaging Systems, Cham: Springer, 2018, p. 147-189 (Lecture Notes in Computer Science (LNCS), Vol.11111)
ISBN: 978-3-319-96520-8
DOI: 10.1007/978-3-319-96520-8_8
BibTeX: Download - Mualla F., Aubreville M., Maier A.:
Microscopy
In: Medical Imaging Systems: An Introductory Guide, Cham: Springer, 2018, p. 69-90 (Lecture Notes in Computer Science book series (LNCS), Vol.11111)
ISBN: 978-3-319-96520-8
DOI: 10.1007/978-3-319-96520-8_5
BibTeX: Download - Fischer P., Sembritzki K., Maier A.:
System Theory
In: Medical Imaging Systems: An Introductory Guide, Cham: Springer, 2018, p. 13-36 (Lecture Notes in Computer Science (LNCS), Vol.11111)
ISBN: 978-3-319-96519-2
DOI: 10.1007/978-3-319-96520-8_2
BibTeX: Download - Christlein V., Gropp M., Maier A.:
Technical Tools for the Analysis of High Medieval Papal Charters
In: Papstgeschichte im Digitalen Zeitalter. Neue Zugangsweisen zu einer Kulturgeschichte Europas, Wien: Böhlau Verlag GmbH & Cie, 2018, p. 45-53
ISBN: 978-3-412-50959-0
BibTeX: Download
Edited Volumes
- Maier A., Steidl S., Christlein V., Hornegger J. (ed.):
Medical Imaging Systems
Erlangen: 2018
(Lecture Notes in Computer Science book series (LNCS, Vol. 11111)
URL: https://link.springer.com/content/pdf/10.1007/978-3-319-96520-8_1.pdf
BibTeX: Download
Conference Contributions
- Kurzendorfer T., Breininger K., Steidl S., Brost A., Forman C., Maier A.:
Myocardial Scar Segmentation in LGE-MRI using Fractal Analysis and Random Forest Classification
24th International Conference on Pattern Recognition, ICPR 2018 (Beijing, August 20, 2018 - August 24, 2018)
In: Proceedings - International Conference on Pattern Recognition 2018
DOI: 10.1109/ICPR.2018.8545636
BibTeX: Download - Rashed EA., Kudo H., Maier A.:
Image Reconstruction with Variational Networks: Application to Synchrotron Radiation Imaging
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 (Sydney, NSW, November 10, 2018 - November 17, 2018)
In: 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings 2018
DOI: 10.1109/NSSMIC.2018.8824367
BibTeX: Download - Kurzendorfer T., Breininger K., Steidl S., Brost A., Forman C., Maier A.:
Left Ventricle Segmentation in LGE-MRI: Filter Based vs. Learning Based
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 (Sydney, NSW, November 10, 2018 - November 17, 2018)
In: 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings 2018
DOI: 10.1109/NSSMIC.2018.8824478
BibTeX: Download - Lommen J., Syben-Leisner C., Stimpel B., Bayer S., Nagel AM., Fahrig R., Dörfler A., Maier A.:
MR-projection imaging with perspective distortion as in X-ray fluoroscopy for interventional X/MR-hybrid applications
12 th Interventional MRI Symposium Proceedings (12 th Interventional MRI Symposium) (Boston, USA, October 5, 2018 - October 6, 2018)
In: MR-projection imaging with perspective distortion as in X-ray fluoroscopy for interventional X/MR-hybrid applications 2018
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Lommen18-MIW.pdf
BibTeX: Download - Huang Y., Würfl T., Breininger K., Liu L., Lauritsch G., Maier A.:
Some Investigations on Robustness of Deep Learning in Limited Angle Tomography
21st International Conference on Medical Image Computing & Computer Assisted Intervention (Granada, Spain)
In: Proceedings of the 21st International Conference on Medical Image Computing & Computer Assisted Intervention 2018
DOI: 10.1007/978-3-030-00928-1_17
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-SIO.pdf
BibTeX: Download - Felsner L., Berger M., Käppler S., Bopp J., Ludwig V., Weber T., Pelzer G., Michel T., Maier A., Anton G., Riess C.:
Phase-Sensitive Region-of-Interest Computed Tomography
21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, September 17, 2018 - September 19, 2018)
In: 21st International Conference on Medical Image Computing and Computer Assisted Intervention 2018
DOI: 10.1007/978-3-030-00928-1_16
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Felsner18-PRC.pdf
BibTeX: Download - Bögel M., Gehrisch S., Redel T., Rohkohl C., Birkhold A., Hölter P., Maier A., Kowarschik M., Dörfler A.:
Robust blood flow velocity estimation from 3D rotational angiography
25th IEEE International Conference on Image Processing, ICIP 2018 (Athens, GRC, October 7, 2018 - October 10, 2018)
In: Proceedings - International Conference on Image Processing, ICIP 2018
DOI: 10.1109/ICIP.2018.8451716
BibTeX: Download - Husvogt L., Arya M., Alibhai AY., Moult EM., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Automatic detection of capillary dilation and looping in patients with diabetic retinopathy from optical coherence tomography angiography data
ARVO Annual Meeting 2018 (Honolulu, HI, USA, April 28, 2018 - May 3, 2018)
URL: https://iovs.arvojournals.org/article.aspx?articleid=2694335
BibTeX: Download - Davari A., Özkan HC., Maier A., Riess C.:
Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification
IEEE International Geoscience and Remote Sensing Symposium (Valencia, July 22, 2018 - July 27, 2018)
In: IEEE International Geoscience and Remote Sensing Symposium 2018
DOI: 10.1109/IGARSS.2018.8517643
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Davari18-FSG.pdf
BibTeX: Download - Christlein V., Maier A.:
Encoding CNN Activations for Writer Recognition
13th IAPR International Workshop on Document Analysis Systems (DAS) (Vienna, Austria, April 24, 2018 - April 27, 2018)
In: IEEE (ed.): 2018 13th IAPR International Workshop on Document Analysis Systems (DAS) 2018
DOI: 10.1109/DAS.2018.9
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Christlein18-ECA.pdf
BibTeX: Download - Stromer D., Christlein V., Huang X., Zippert P., Helmecke E., Hausotte T., Maier A.:
Non-Destructive Digitization of Soiled Historical Chinese Bamboo Scrolls
13th IAPR Workshop on Document Analysis Systems (DAS) (Vienna, Austria, April 24, 2018 - April 27, 2018)
In: 2018 13th IAPR Workshop on Document Analysis Systems (DAS) 2018
DOI: 10.1109/DAS.2018.37
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-NDO.pdf
BibTeX: Download - Vesal S., Ravikumar N., Davari A., Ellmann S., Maier A.:
Classification of Breast Cancer Histology Images Using Transfer Learning
International Conference Image Analysis and Recognition (, June 12, 2018)
In: ICIAR 2018: Image Analysis and Recognition 2018
DOI: 10.1007/978-3-319-93000-8_92
BibTeX: Download - Käppler S., Maier A., Riess C.:
Differential Tomography: Influence of Sensitivity Direction and Noise-suppressing Windows
5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting)
In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) 2018
BibTeX: Download - Huang Y., Taubmann O., Huang X., Lauritsch G., Maier A.:
Papoulis-Gerchberg Algorithms for Limited Angle Tomography Using Data Consistency Conditions
the 5th International Conference on Image Formation in X-ray Computed Tomography (Salt Lake City, Utah, the USA, May 20, 2018 - May 23, 2018)
In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography, Salt Lake City, Utah, the USA: 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-PAF.pdf
BibTeX: Download - Huang Y., Lu Y., Taubmann O., Lauritsch G., Maier A.:
Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Andreas Maier,Thomas M. Deserno, Heinz Handels, Klaus Hermann Maier-Hein, Christoph Palm,Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2018 Algorithmen - Systeme - Anwendungen, Springer: 2018
DOI: 10.1007/978-3-662-56537-7
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-TML.pdf
BibTeX: Download - Ploner S., Riess C., Schottenhamml J., Moult EM., Waheed NK., Fujimoto JG., Maier A.:
A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography
Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen (Erlangen, March 11, 2018 - March 13, 2018)
In: Proceedings des Workshops Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen 2018
DOI: 10.1007/978-3-662-56537-7_37
BibTeX: Download - Amrehn M., Strumia M., Steidl S., Horz T., Kowarschik M., Maier A.:
Ideal Seed Point Location Approximation for GrowCut Interactive Image Segmentation
BVM (Erlangen, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018 2018
DOI: 10.1007/978-3-662-56537-7_60
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Amrehn18-ISP.pdf
BibTeX: Download - Geimer T., Unberath M., Höhn J., Achenbach S., Maier A.:
Myocardial Twist from X-ray Angiography
Bildverarbeitung für die Medizin 2018 (Erlangen, Bayern, Deutschland, March 11, 2018 - March 13, 2019)
In: Maier A, Deserno Th, Handels H, Maier-Hein K H, Palm C, Tolxdorff Th (ed.): Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen, Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Geimer18-MTF.pdf
BibTeX: Download - Bopp J., Gallersdörfer M., Ludwig V., Seifert M., Maier A., Anton G., Riess C.:
Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren
Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen (Erlangen, March 11, 2018 - March 13, 2018)
In: Proceedings des Workshops Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen 2018
DOI: 10.1007/978-3-662-56537-7_50
BibTeX: Download - Rybakov O., Stromer D., Mischewski I., Maier A.:
Segmentation of Fat and Fascias in Canine Ultrasound Images
Bildverarbeitung für die Medizin 2018 (BVM 2018) (Hörsäle Medizin Kleiner Hörsaal Ulmenweg 18 91054 Erlangen, March 11, 2018 - March 13, 2018)
DOI: 10.1007/978-3-662-56537-7_69
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Rybakov18-SOF.pdf
BibTeX: Download - Bopp J., Ludwig V., Gallersdörfer M., Seifert M., Pelzer G., Maier A., Anton G., Riess C.:
Towards a dual phase grating interferometer on clinical hardware
Medical Imaging 2018: Physics of Medical Imaging
DOI: 10.1117/12.2292811
URL: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10573/1057321/Towards-a-dual-phase-grating-interferometer-on-clinical-hardware/10.1117/12.2292811.short
BibTeX: Download - Husvogt L., Moult EM., Waheed NK., Fujimoto JG., Maier A.:
Efficient Labeling of Optical Coherence Tomography Angiography Data using Eye Tracking
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Maier, Andreas Deserno, Thomas Martin Handels, Heinz Maier-Hein, Klaus Palm, Christoph Tolxdorff, Thomas (ed.): Bildverarbeitung für die Medizin 2018, Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7_17
URL: https://link.springer.com/chapter/10.1007/978-3-662-56537-7_17
BibTeX: Download - Husvogt L., Alibhai AY., Moult EM., Fujimoto JG., Waheed NK., Maier A.:
First Approaches Towards Automatic Detection of Microaneurysms in OCTA Images
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Maier, Andreas Deserno, Thomas Martin Handels, Heinz Maier-Hein, Klaus Palm, Christoph Tolxdorff, Thomas (ed.): Bildverarbeitung für die Medizin 2018, Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7_11
URL: https://link.springer.com/chapter/10.1007/978-3-662-56537-7_11
BibTeX: Download - Fu W., Breininger K., Schaffert R., Ravikumar N., Würfl T., Fujimoto JG., Moult EM., Maier A.:
Frangi-Net: A Neural Network Approach to Vessel Segmentation
BildVerarbeitung für die Medizin (BVM) 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): BildVerarbeitung für die Medizin (BVM) 2018, Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7_87
URL: https://arxiv.org/abs/1711.03345
BibTeX: Download - Geimer T., Unberath M., Höhn J., Achenbach S., Maier A.:
Myocardial twist from X-ray angiography: Can we observe left ventricular twist in rotational coronary angiography?
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_91
BibTeX: Download - Schottenhamml J., Moult EM., Novais EA., Kraus M., Lee B., Choi W., Ploner S., Husvogt L., Lu CD., Yiu P., Rosenfeld P., Duker JS., Maier A., Waheed NK., Fujimoto JG.:
OCT-OCTA Segmentation
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Maier, Andreas Deserno, Thomas Martin Handels, Heinz Maier-Hein, Klaus C., Palm Tolxdorff, Thomas (ed.): Bildverarbeitung für die Medizin 2018, Berlin: 2018
DOI: 10.1007/978-3-662-56537-7_76
URL: https://link.springer.com/chapter/10.1007/978-3-662-56537-7_76
BibTeX: Download - Aubreville M., Goncalves M., Knipfer C., Oetter N., Würfl T., Neumann H., Stelzle F., Bohr C., Maier A.:
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-Site Robustness Assessment
BIOIMAGING 2018 (Funchal, January 19, 2018 - January 21, 2018)
In: Sheldon Wiebe, Hugo Gamboa,Ana Fred, Sergi Bermúdez i Badia (ed.): Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) 2018
DOI: 10.5220/0006534700270034
URL: http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0006534700270034
BibTeX: Download - Ploner S., Kraus MF., Husvogt L., Moult EM., Alibhai AY., Schottenhamml J., Geimer T., Rebhun CB., Lee B., Baumal CR., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
3-D OCT Motion Correction Efficiently Enhanced with OCT Angiography
ARVO annual meeting 2018
In: Investigative Ophthalmology & Visual Science 2018
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2694583
URL: https://iovs.arvojournals.org/article.aspx?articleid=2694583
BibTeX: Download - Buerhop-Lutz C., Deitsch S., Maier A., Gallwitz F., Berger S., Doll B., Hauch J., Camus C., Brabec C.:
A Benchmark for Visual Identification of Defective Solar Cells in Electroluminescence Imagery
35th European Photovoltaic Solar Energy Conference and Exhibition (Brussels, September 24, 2018 - September 28, 2018)
DOI: 10.4229/35thEUPVSEC20182018-5CV.3.15
BibTeX: Download - Mentl K., Saffoury R., Maier A.:
Abstract: Automatic Malignancy Estimation for Pulmonary Nodules from CT Images
Bildverarbeitung für die Medizin (Erlangen)
In: Informatik Aktuell 2018
DOI: 10.1007/978-3-662-56537-7_12
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Mentl18-AAM.pdf
BibTeX: Download - Schirrmacher F., Köhler T., Husvogt L., Fujimoto JG., Hornegger J., Maier A.:
Abstract: QuaSI - Quantile Sparse Image A Prior for Spatio-Temporal Denoising of Retinal OCT Data
Bildverarbeitung für die Medizin 2018 (Erlangen)
In: Informatik aktuell 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schirrmacher18-AQQ.pdf
BibTeX: Download - Ghesu FC., Georgescu B., Grbic S., Maier A., Hornegger J., Comaniciu D.:
Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data
Bildverarbeitung für die Medizin (Erlangen)
In: Informatik Aktuell 2018
DOI: 10.1007/978-3-662-56537-7_24
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Ghesu18-ARM.pdf
BibTeX: Download - Schneider M., Lugauer F., Hoppe E., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Accuracy of Fatty Acid Quantification using Bipolar Multi-Echo MRI for Varying Numbers of Echoes
26th Annual Meeting & Exhibition (Paris, France)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schneider18-AOF.pdf
BibTeX: Download - Seitzer M., Yang G., Schlemper J., Oktay O., Würfl T., Christlein V., Wong T., Mohiaddin R., Firmin D., Keegan J., Rueckert D., Maier A.:
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018 - September 20, 2018)
In: MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I, CHAM: 2018
DOI: 10.1007/978-3-030-00928-1_27
BibTeX: Download - Schebesch F., Magdalena H., Mertelmeier T., Maier A., Ritschl L.:
A Hybrid Approach for Virtual Clinical Trials for Mammographic Imaging
14th International Workshop on Breast Imaging (IWBI 2018) (Atlanta, GA, USA, July 8, 2018 - July 11, 2018)
In: Proc. of SPIE 2018
DOI: 10.1117/12.2318452
BibTeX: Download - Vesal S., Patil SM., Ravikumar N., Maier A.:
A Multi-task Framework for Skin Lesion Detection and Segmentation
International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018) (Granada, Spain, September 16, 2018 - September 20, 2018)
In: OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis 2018
DOI: 10.1007/978-3-030-01201-4_31
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Vesal18-AMF.pdf
BibTeX: Download - Bayer S., Wydra A., Zhong X., Ravikumar N., Strumia M., Schaffert R., Ostermeier M., Fahrig R., Maier A.:
An anthropomorphic deformable phantom for brain shift simulation
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Sydney, Australia)
In: 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2018
DOI: 10.1109/nssmic.2018.8824435
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Bayer18-AA.pdf
BibTeX: Download - Würfl T., Maass N., Dennerlein F., Maier A.:
A new calibration-free beam hardening reduction method for industrial CT
8th Conference on Industrial Computed Tomography (iCT) 2018 (Wels, Austria)
In: Proceedings of the 8th Conference on Industrial Computed Tomography (iCT) 2018 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Wurfl18-ANC.pdf
BibTeX: Download - Engelke K., Museyko O., Guenzel D., Maier A., Laredo JD.:
A new CT based approach to quantify adipose tissue in paraspinal muscle
BibTeX: Download - Woldeamanual D., Erdmann A., Maier A.:
Application of deep learning algorithms for Lithographic mask characterization
Computational Optics II 2018 (Frankfurt, May 15, 2018 - May 17, 2018)
In: Daniel G. Smith, Frank Wyrowski, Andreas Erdmann (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2018
DOI: 10.1117/12.2312478
BibTeX: Download - Dorn P., Fischer P., Mönnich H., Mewes P., Khalil A., Gulhar A., Maier A.:
A Simulation Study and Experimental Verification of Hand-Eye-Calibration using Monocular X-Ray
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_38
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Dorn18-ASS.pdf
BibTeX: Download - Khdeir A., Geimer T., Chen S., Goppert E., Dankbar M., Bert C., Maier A.:
Assessment of segmentation dependence in macroscopic lung cavity extraction
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_14
BibTeX: Download - Denck J., Landschuetz W., Nairz K., Heverhagen JT., Maier A., Rothgang E.:
Automated Billing Code Prediction from MRI Log Data
International Society for Magnetic Resonance in Medicine (ISMRM) 26th Annual Meeting & Exhibition (Paris, France, June 16, 2018 - June 21, 2018)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition) 2018
BibTeX: Download - Mentl K., Saffoury R., Maier A.:
Automatic malignancy estimation for pulmonary nodules from CT images
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_12
BibTeX: Download - Chen S., Zhong X., Hu S., Dorn S., Kachelriess M., Lell M., Maier A.:
Automatic Multi-Organ Segmentation in Dual Energy CT using 3D Fully Convolutional Network
International Conference on Medical Imaging with Deep Learning (Amsterdam)
In: MIDL 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Chen18-AMS.pdf
BibTeX: Download - Kuhnert N., Lindenmayr O., Maier A.:
Classification of Body Regions Based on MRI Log Files
Conference on Computer Recognition Systems CORES 2017 (Polanica-Zdrój, Poland, May 22, 2017 - May 24, 2017)
In: Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Switzerland: 2018
DOI: 10.1007/978-3-319-59162-9
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kuhnert18-COB.pdf
BibTeX: Download - Krappmann M., Aubreville M., Bertram CA., Klopfleisch R., Maier A.:
Classification of Mitotic Cells - Potentials Beyond the Limits of Small Data Sets
Bildverarbeitung für die Medizin 2018 (Erlangen, Germany, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018. Informatik aktuell, Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7_66
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Krappmann18-COM.pdf
BibTeX: Download - Steffes LM., Aubreville M., Sesselmann S., Krenn V., Maier A.:
Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slice Images
Bildverarbeitung für die Medizin 2018 (Erlangen)
In: Bildverarbeitung für die Medizin 2018. Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen, Springer: 2018
DOI: 10.1007/978-3-662-56537-7_63
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Steffes18-COP.pdf
BibTeX: Download - Hajek J., Unberath M., Fotouhi J., Bier B., Lee SC., Osgood G., Maier A., Armand M., Navab N.:
Closing the Calibration Loop: An Inside-Out-Tracking Paradigm for Augmented Reality in Orthopedic Surgery
21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018 - September 20, 2018)
In: MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT IV, CHAM: 2018
DOI: 10.1007/978-3-030-00937-3_35
BibTeX: Download - Vesal S., Ravikumar N., Ellmann S., Maier A.:
Comparative analysis of unsupervised algorithms for breast MRI lesion segmentation
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_68
BibTeX: Download - Dorn S., Chen S., Pisana F., Özdemir M., Maier J., Sawall S., Knaup M., Maier A., Lell M., Kachelriess M.:
Context-sensitive organspecific evaluation and analysis of dual energy computed tomography (DECT)
European Congress of Radiology (ECR) (Vienna, Austria)
In: European Congress of Radiology (ECR) 2018
BibTeX: Download - Aubreville M., Ehrensperger K., Rosenkranz T., Graf B., Puder H., Maier A.:
Deep Denoising for Hearing Aid Applications
16th International Workshop on Acoustic Signal Enhancement (IWAENC) (Tokyo, JAPAN, September 17, 2018 - September 20, 2018)
In: 2018 16TH INTERNATIONAL WORKSHOP ON ACOUSTIC SIGNAL ENHANCEMENT (IWAENC), NEW YORK: 2018
DOI: 10.1109/iwaenc.2018.8521369
BibTeX: Download - Hoppe E., Körzdorfer G., Nitka M., Würfl T., Wetzl J., Lugauer F., Schneider M., Pfeuffer J., Maier A.:
Deep Learning for Magnetic Resonance Fingerprinting: Accelerating the Reconstruction of Quantitative Relaxation Maps
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition) (Paris, France)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Hoppe18-DLF.pdf
BibTeX: Download - Breininger K., Christlein V., Würfl T., Maier A.:
Deep learning fundamentals
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_5
BibTeX: Download - Bier B., Aschoff K., Syben-Leisner C., Unberath M., Levenston M., Gold G., Fahrig R., Maier A.:
Detecting Anatomical Landmarks for Motion Estimation in Weight-Bearing Imaging of Knees
1st Workshop on Machine Learning for Medical Image Reconstruction (MLMIR) held as part of the 21st Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018)
In: MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018, CHAM: 2018
DOI: 10.1007/978-3-030-00129-2_10
BibTeX: Download - Mirzaalian Dastjerdi H., Töpfer D., Bangemann M., Maier A.:
Detecting and Measuring Surface Area of Skin Lesions
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018 2018
DOI: 10.1007/978-3-662-56537-7_20
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Mirzaalian-Dastjerdi18-DAM.pdf
BibTeX: Download - Stromer D., Christlein V., Huang Y., Zippert P., Helmecke E., Hausotte T., Maier A.:
Dose Reduction for Historical Books Digitization by 3-D X-Ray CT
8th Conference on Industrial Computed Tomography (iCT) 2018 (Wels, Austria)
In: Proceedings of 8th Conference on Industrial Computed Tomography (iCT 2018) 2018
BibTeX: Download - Preuhs A., Maier A., Manhart M., Fotouhi J., Navab N., Unberath M.:
Double Your Views: Exploiting Symmetry in Transmission Imaging
Medical Image Computing and Computer Assisted Intervention (Granada, Spain)
In: Medical Image Computing and Computer Assisted Intervention 2018
URL: https://arxiv.org/pdf/1803.10650.pdf
BibTeX: Download - Hoffmann M., Würfl T., Maass N., Dennerlein F., Aichert A., Maier A.:
Empirical Scatter Correction using the Epipolar Consistency Condition
Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Hoffmann18-ESC.pdf
BibTeX: Download - Luckner C., Mertelmeier T., Maier A., Ritschl L.:
Estimation of the Source-Detector Alignment of Cone-Beam X-ray Systems using Collimator Edge Tracking
CT-Meeting (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/LUckner18-EOT.pdf
BibTeX: Download - Preuhs A., Manhart M., Maier A.:
Fast Epipolar Consistency without the Need for Pseudo Matrix Inverses
CT-Meeting (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Preuhs18-FEC.pdf
BibTeX: Download - Schneider M., Lugauer F., Hoppe E., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Fat Content and Fatty Acid Composition Quantification Using a 3D Stack-of-Radial Trajectory With Adaptive Gradient Calibration
26th Annual Meeting & Exhibition (Paris, France)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schneider18-FCA.pdf
BibTeX: Download - Maier J., Aichert A., Mehringer W., Bier B., Eskofier B., Levenston M., Gold G., Fahrig R., Bonaretti S., Maier A.:
Feasibility of Motion Compensation using Inertial Measurement in C-arm CT
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Sydney, November 10, 2018 - November 17, 2018)
In: Conference Record of the 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 2018
DOI: 10.1109/nssmic.2018.8824463
BibTeX: Download - Gawellek J., Bier B., Gold G., Maier A.:
Fourier-based Reduction of Directed Streak Arifacts in Cone-Beam CT
Bildverarbeitung für die Medizin 2018 (Erlangen)
In: Bildverarbeitung für die Medizin 2018 2018
DOI: 10.1007/978-3-662-56537-7_42
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Gawellek18-FRO.pdf
BibTeX: Download - Eigen K., Maier A., Dohle DS., Sühling M., Wels M.:
Geometric modeling of the aortic inner and outer vessel wall from CTA for aortic dissection analysis
Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling (Houston, TX, USA, February 12, 2018 - February 15, 2018)
In: Proc. SPIE 2018
DOI: 10.1117/12.2293096
BibTeX: Download - Schneider M., Lugauer F., Hoppe E., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Gradient-Delay-Compensated Radial MRI for Fat Content and Fatty Acid Composition Quantification
Workshop on Quantitative Body Imaging (New Delhi, India)
In: Proceedings of the ISMRM Workshop on Quantitative Body Imaging 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schneider18-GRM.pdf
BibTeX: Download - Christlein V., Nicolaou A., Schlauwitz T., Späth S., Herbers K., Maier A.:
Handwritten Text Recognition Error Rate Reduction in Historical Documents using Naive Transcribers
DOI: 10.18420/infdh2018-13
URL: https://dl.gi.de/handle/20.500.12116/16993
BibTeX: Download - Davari A., Sakaltras N., Haeberle A., Vesal S., Christlein V., Maier A., Riess C.:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings
International Conference on Image Processing (ICIP) (Athens, Greece, October 7, 2018 - October 10, 2018)
In: International Conference on Image Processing (ICIP) 2018
DOI: 10.1109/ICIP.2018.8451768
URL: http://arxiv.org/abs/1801.09472
BibTeX: Download
(Techreport) - Bayer S., Ravikumar N., Strumia M., Tong X., Gao Y., Ostermeier M., Fahrig R., Maier A.:
Intraoperative brain shift compensation using a hybrid mixture model
International Conference on Medical Image Computing and Computer-Assisted Intervention (Medical Image Computing and Computer Assisted Intervention – MICCAI 2018) (Granada, Spain, September 16, 2018 - September 20, 2018)
In: Springer, Cham (ed.): MICCAI 2018: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, pp 116-124, Springer 2018
DOI: 10.1007/978-3-030-00931-1
BibTeX: Download - Breininger K., Albarqouni S., Kurzendorfer T., Pfister M., Kowarschik M., Maier A.:
Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair
CARS 2018---Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition Berlin, Germany, June 20--23, 2018 (Berlin)
In: CARS 2018---Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition Berlin, Germany, June 20--23, 2018 2018
DOI: 10.1007/s11548-018-1779-6
BibTeX: Download - Sindel A., Breininger K., Käßer J., Heß A., Maier A., Köhler T.:
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests
25th IEEE International Conference on Image Processing, ICIP 2018
DOI: 10.1109/ICIP.2018.8451320
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Sindel18-LFA.pdf
BibTeX: Download - Chen S., Dorn S., Lell M., Kachelriess M., Maier A.:
Manifold Learning-based Data Sampling for Model Training
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Informatik-Aktuell, Germany: 2018
DOI: 10.1007/978-3-662-56537-7_70
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Shuqing18-MLD.pdf
BibTeX: Download - Nadar G., Zhong X., Maier A.:
Markerless Coil Classification and Localization in a Routine MRI Examination Setting using an RGB-D Camera
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018
DOI: 10.1007/978-3-662-56537-7_67
BibTeX: Download - Stöve M., Aubreville M., Oetter N., Knipfer C., Neumann H., Stelzle F., Maier A.:
Motion Artifact Detection in Confocal Laser Endomicroscopy Images
Bildverarbeitung für die Medizin 2018 (Erlangen, Germany, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018. Informatik aktuell., Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7_85
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stoeve18-MAD.pdf
BibTeX: Download - Stimpel B., Syben-Leisner C., Würfl T., Mentl K., Dörfler A., Maier A.:
MR to X-ray Projection Image Synthesis
The 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) (Salt Lake City, UT, USA)
In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stimpel18-MTX.pdf
BibTeX: Download - Breininger K., Würfl T., Kurzendorfer T., Albarqouni S., Pfister M., Kowarschik M., Navab N., Maier A.:
Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning
Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT) (Granada, Spain, September 16, 2018 - September 16, 2018)
In: Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, Springer: 2018
DOI: 10.1007/978-3-030-01364-6_3
BibTeX: Download - Luckner C., Schebesch F., Syben-Leisner C., Mertelmeier T., Maier A., Ritschl L.:
On the Influence of Acquisition Angle and Slice Thickness on the in-plane Spatial Resolution of Calcifications in Digital Breast Tomosynthesis
CT-Meeting (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography 2018
BibTeX: Download - Dorn S., Chen S., Sawall S., Simons D., May M., Maier J., Knaup M., Schlemmer HP., Maier A., Lell M., Kachelriess M.:
Organ-specific context-sensitive CT image reconstruction and display
Medical Imaging 2018: Physics of Medical Imaging (Houston, US, February 12, 2018 - February 15, 2018)
In: Proc.SPIE 2018
DOI: 10.1117/12.2291897
BibTeX: Download - Luckner C., Sesselmann S., Mertelmeier T., Maier A., Ritschl L.:
Parallel-Shift Tomosynthesis for Orthopedic Applications
Medical Imaging 2018: Physics of Medical Imaging (Houston, February 12, 2018 - February 15, 2018)
In: Proc. SPIE 2018
DOI: 10.1117/12.2292384
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Luckner18-PTF.pdf
BibTeX: Download - Zhong X., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
Patient surface model and internal anatomical landmarks embedding
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018
DOI: 10.1007/978-3-662-56537-7_27
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Zhong18-PSM.pdf
BibTeX: Download - Würfl T., Maass N., Dennerlein F., Aichert A., Maier A.:
Physical Constraints for Beam Hardening Reduction using Polynomial Models
Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Wurfl18-PCF.pdf
BibTeX: Download - Syben-Leisner C., Stimpel B., Breininger K., Würfl T., Fahrig R., Dörfler A., Maier A.:
Precision Learning: Reconstruction Filter Kernel Discretization
5th International Conference on Image Formation in X-ray Computed Tomography (Salt Lake City, Utha, USA)
In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Syben18-PLR.pdf
BibTeX: Download - Maier A., Schebesch F., Syben-Leisner C., Würfl T., Steidl S., Choi JH., Fahrig R.:
Precision Learning: Towards Use of Known Operators in Neural Networks
24rd International Conference on Pattern Recognition (ICPR) (Beijing, China)
In: 2018 24rd International Conference on Pattern Recognition (ICPR) 2018
DOI: 10.1109/icpr.2018.8545553
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Maier18-PLT.pdf
BibTeX: Download - Maier A., Deserno T., Handels H., Maier-Hain K., Palm C., Tolxdorff T.:
Preface Vorwort
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
BibTeX: Download - Bayer S., Schaffert R., Ravikumar N., Maier A., Fahrig R., Ostermeier M., Tong X., Wang H.:
Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018 2018
DOI: 10.1007/978-3-662-56537-7_48
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Bayer18-PSI.pdf
BibTeX: Download - Dorn S., Chen S., Sawall S., Maier J., Knaup M., Maier A., Lell M., Kachelriess M.:
Prior-based multi material decomposition (PBMMD) for dual energy CT
the fifth edition of The International Conference on Image Formation in X-ray Computed Tomography (Salt Lake City, US)
In: the fifth edition of The International Conference on Image Formation in X-ray Computed Tomography 2018
BibTeX: Download - Aichert A., Bier B., Rist L., Maier A.:
Projective Invariants for Geometric Calibration in Flat-Panel Computed Tomography
Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Salt Lake City, UT, United States)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Aichert18-PIF.pdf
BibTeX: Download - Schneider M., Lugauer F., Janas G., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Repeatability and Reproducibility of a New Method for Quantifying Triglyceride Saturation Using Bipolar Multi-Echo MRI
26th Annual Meeting & Exhibition (Paris, France)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schneider18-RAR.pdf
BibTeX: Download - Zhong X., Bayer S., Ravikumar N., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
Resolve Intraoperative Brain Shift as Imitation Game
MICCAI Challenge 2018 for Correction of Brainshift with Intra-Operative Ultrasound (CuRIOUS 2018) (Granada conference center)
DOI: 10.1007/978-3-030-01045-4_15
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Zhong18-RIB.pdf
BibTeX: Download - Vesal S., Ravikumar N., Maier A.:
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation
2018 IEEE Nuclear Science Symposium and Medical Imaging (NSS/MIC) (Sydney, Australia)
In: IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2018
DOI: 10.1109/nssmic.2018.8824732
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Vesal18-SAD.pdf
BibTeX: Download - Aubreville M., Bertram CA., Klopfleisch R., Maier A.:
SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images
Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen 2018
DOI: 10.1007/978-3-662-56537-7_81
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Aubreville18-S-A.pdf
BibTeX: Download - Aichert A., Jérôme L., Würfl T., Clackdoyle R., Desbat L., Maier A.:
Stereo Rectification for X-ray Data Consistency Conditions
Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Salt Lake City, UT, United States)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) 2018
BibTeX: Download - Schiffers F., Yu Z., Arguin S., Maier A., Ren Q.:
Synthetic fundus fluorescein angiography using deep neural networks
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, March 11, 2018 - March 13, 2018)
In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_64
BibTeX: Download - Luckner C., Schebesch F., Mertelmeier T., Fieselmann A., Maier A., Ritschl L.:
Towards an analytic model: Describing the effect of scan angle and slice thickness on the in-plane spatial resolution of calcications in digital breast tomosynthesis
14th International Workshop on Breast Imaging (IWBI 2018) (Atlanta, GA, USA)
In: Proc. of SPIE 2018
DOI: 10.1117/12.2318099
BibTeX: Download - Horger F., Würfl T., Christlein V., Maier A.:
Towards Arbitrary Noise Augmentation-Deep Learning for Sampling from Arbitrary Probability Distributions
1st Workshop on Machine Learning for Medical Image Reconstruction (MLMIR) held as part of the 21st Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018)
In: MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018, CHAM: 2018
DOI: 10.1007/978-3-030-00129-2_15
BibTeX: Download - Chen S., Roth H., Dorn S., May M., Lell M., Kachelriess M., Oda H., Mori K., Maier A., Cavallaro AJ.:
Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network
the fifth edition of The International Conference on Image Formation in X-ray Computed Tomography (Salt lake city, US)
In: the fifth edition of The International Conference on Image Formation in X-ray Computed Tomography 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Chen18-TAA.pdf
BibTeX: Download - Meister F., Passerini T., Mihalef V., Tuysuzoglu A., Maier A., Mansi T.:
Towards Fast Biomechanical Modeling of Soft Tissue Using Neural Networks
Medical Imaging meets NeurIPS Workshop @ Neural Information Processing Systems (NeurIPS) 2018 (Montreal, Canada, December 8, 2018 - December 8, 2019)
In: Medical Imaging meets NeurIPS Workshop 2018 2018
BibTeX: Download - Mill L., Bier B., Syben-Leisner C., Kling L., Grüneboom A., Christiansen S., Schett G., Maier A.:
Towards in-vivo X-ray nanoscopy: The effect of motion on image quality
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_40
URL: https://link.springer.com/chapter/10.1007/978-3-662-56537-7_40
BibTeX: Download - Luckner C., Mertelmeier T., Maier A., Ritschl L.:
Towards (smart) Full-body X-ray Images
Bildverarbeitung für die Medizin 2018 (Erlangen)
In: Bildverarbeitung für die Medizin 2018. Informatik aktuell, Berlin, Heidelberg: 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Luckner18-T(F.pdf
BibTeX: Download - Preuhs A., Berger M., Bauer S., Redel T., Unberath M., Achenbach S., Maier A.:
Viewpoint Planning for Quantitative Coronary Angiography
CARS (Berlin)
In: Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition, Berlin: 2018
DOI: 10.1007/s11548-018-1766-y
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Preuhs18-VPF.pdf
BibTeX: Download - Bier B., Unberath M., Zaech JN., Fotouhi J., Armand M., Osgood G., Navab N., Maier A.:
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery
21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018 - September 20, 2018)
In: MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT IV, CHAM: 2018
DOI: 10.1007/978-3-030-00937-3_7
BibTeX: Download
Miscellaneous
- Amrehn M., Mualla F., Angelopoulou E., Steidl S., Maier A.:
The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data
(2018), p. 1-6
Open Access: https://arxiv.org/pdf/1812.08102.pdf
URL: https://arxiv.org/pdf/1812.08102.pdf
BibTeX: Download
(Techreport) - Hu S., Felsner L., Maier A., Ludwig V., Anton G., Riess C.:
A 3-D Projection Model for X-ray Dark-field Imaging
(2018), Article No.: arXiv:1811.04457
DOI: 10.1038/s41598-019-45708-9
URL: https://arxiv.org/pdf/1811.04457
BibTeX: Download
(Techreport) - Maier A., Syben-Leisner C., Lasser T., Riess C.:
A Gentle Introduction to Deep Learning in Medical Image Processing
(2018), Article No.: arXiv:1810.05401
DOI: 10.1016/j.zemedi.2018.12.003
URL: https://arxiv.org/pdf/1810.05401
BibTeX: Download
(Techreport) - Köhler T., Bätz M., Naderi Boldaji F., Kaup A., Maier A., Riess C.:
Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
(2018), Article No.: arXiv:1809.06420
Open Access: https://arxiv.org/pdf/1809.06420
URL: https://arxiv.org/pdf/1809.06420
BibTeX: Download
(Techreport)
2017
Journal Articles
- Ourselin S., Sabuncu MR., Wells W., Joskowicz L., Unal G., Maier A.:
The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016)
In: Medical Image Analysis 41 (2017), p. 1-
ISSN: 1361-8415
DOI: 10.1016/j.media.2017.06.012
BibTeX: Download - Cole ED., Moult EM., Dang S., Choi W., Ploner S., Lee B., Louzada RN., Novais EA., Schottenhamml J., Husvogt L., Maier A., Fujimoto JG., Waheed NK., Duker JS.:
The Definition, Rationale, and Effects of Thresholding in OCT Angiography
In: Ophthalmology Retina 1/2017 (2017), p. 435-447
ISSN: 2468-7219
DOI: 10.1016/j.oret.2017.01.019
URL: https://www.sciencedirect.com/science/article/abs/pii/S2468653017300283
BibTeX: Download - Aubreville M., Knipfer C., Oetter N., Jaremenko C., Rodner E., Denzler J., Bohr C., Neumann H., Stelzle F., Maier A.:
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning
In: Scientific Reports 7 (2017), p. s41598-017
ISSN: 2045-2322
DOI: 10.1038/s41598-017-12320-8
URL: https://www.nature.com/articles/s41598-017-12320-8.pdf
BibTeX: Download - Fürsattel P., Plank C., Maier A., Riess C.:
Accurate laser scanner to camera calibration with application to range sensor evaluation
In: IPSJ Transactions on Computer Vision and Applications 9 (2017), p. 21
ISSN: 1882-6695
DOI: 10.1186/s41074-017-0032-5
BibTeX: Download - Ourselin S., Sabuncu MR., Wells W., Joskowicz L., Unal G., Maier A.:
Guest editorial of the IJCARS MICCAI 2016 special issue
In: International Journal of Computer Assisted Radiology and Surgery 12 (2017), p. 1243-1244
ISSN: 1861-6410
DOI: 10.1007/s11548-017-1642-1
BibTeX: Download - Maier J., Black M., Bonaretti S., Bier B., Eskofier B., Choi JH., Levenston M., Gold G., Fahrig R., Maier A.:
Comparison of Different Approaches for Measuring Tibial Cartilage Thickness
In: Journal of integrative bioinformatics 14 (2017)
ISSN: 1613-4516
DOI: 10.1515/jib-2017-0015
BibTeX: Download - Lorch B., Vaillant G., Baumgartner C., Bai W., Rueckert D., Maier A.:
Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests.
In: Journal of Medical Engineering 2017 (2017), Article No.: 4501647
ISSN: 2314-5129
DOI: 10.1155/2017/4501647
BibTeX: Download - Huang Y., Huang X., Taubmann O., Xia Y., Haase V., Hornegger J., Lauritsch G., Maier A.:
Restoration of Missing Data in Limited Angle Tomography Based on Helgason-Ludwig Consistency Conditions
In: Biomedical Physics and Engineering Express 3 (2017), p. 035015
ISSN: 2057-1976
DOI: 10.1088/2057-1976/aa71bf
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-ROM.pdf
BibTeX: Download - Skalet A., Li Y., Lu CD., Jia Y., Lee B., Husvogt L., Maier A., Fujimoto JG., Thomas CR., Huang D.:
Optical Coherence Tomography Angiography Characteristics of Iris Melanocytic Tumors
In: Ophthalmology 124 (2017), p. 197-204
ISSN: 0161-6420
DOI: 10.1016/j.ophtha.2016.10.003
URL: https://www.sciencedirect.com/science/article/pii/S0161642016313288#!
BibTeX: Download - Xia Y., Berger M., Bauer S., Hu S., Aichert A., Maier A.:
An Improved Extrapolation Scheme for Truncated CT Data Using 2D Fourier-Based Helgason-Ludwig Consistency Conditions
In: International Journal of Biomedical Imaging 2017 (2017), p. 1-14
ISSN: 1687-4188
DOI: 10.1155/2017/1867025
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Xia17-AIE.pdf
BibTeX: Download - Taubmann O., Haase V., Lauritsch G., Zheng Y., Krings G., Hornegger J., Maier A.:
Assessing cardiac function from total-variation-regularized 4-D C-arm CT in the presence of angular undersampling
In: Physics in Medicine and Biology 62 (2017), p. 2762
ISSN: 0031-9155
DOI: 10.1088/1361-6560/aa6241
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Taubmann17-ACF.pdf
BibTeX: Download - Lorch B., Vaillant G., Baumgartner C., Bai W., Rueckert D., Maier A.:
Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests
In: Journal of Medical Engineering 2017 (2017), p. 1-9
ISSN: 2314-5129
DOI: 10.1155/2017/4501647
URL: http://downloads.hindawi.com/journals/jme/2017/4501647.pdf
BibTeX: Download - Unberath M., Aichert A., Achenbach S., Maier A.:
Consistency-based Respiratory Motion Estimation in Rotational Angiography
In: Medical Physics 44 (2017), p. e113-e124
ISSN: 0094-2405
DOI: 10.1002/mp.12021
BibTeX: Download - Wang J., Schaffert R., Borsdorf A., Heigl B., Huang X., Hornegger J., Maier A.:
Dynamic 2-D/3-D Rigid Registration Framework Using Point-To-Plane Correspondence Model
In: IEEE Transactions on Medical Imaging 36 (2017), p. 1939-1954
ISSN: 0278-0062
DOI: 10.1109/TMI.2017.2702100
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Wang17-D2R.pdf
BibTeX: Download - Havel M., Becker S., Schuster M., Johnson T., Maier A., Sundberg J.:
Effects of functional endoscopic sinus surgery on the acoustics of the sinonasal tract
In: Rhinology 55 (2017), p. 81-89
ISSN: 0300-0729
DOI: 10.4193/Rhino16.229
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Havel17-EOF.pdf
BibTeX: Download - Kurzendorfer T., Forman C., Schmidt M., Tillmanns C., Maier A., Brost A.:
Fully automatic segmentation of left ventricular anatomy in 3-DLGE-MRI
In: Computerized Medical Imaging and Graphics (2017), p. 13-27
ISSN: 0895-6111
DOI: 10.1016/j.compmedimag.2017.05.001
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-FAS.pdf
BibTeX: Download - Bayer S., Maier A., Fahrig R., Ostermeier M.:
Intraoperative Imaging Modalities and Compensation for Brain Shift in Tumor Resection Surgery
In: International Journal of Biomedical Imaging 2017 (2017), p. 18
ISSN: 1687-4188
DOI: 10.1155/2017/6028645
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Bayer17-IIM.pdf
BibTeX: Download - Stelzle F., Riemann M., Klein A., Oetter N., Rohde M., Maier A., Eitner S., Neukam FW., Knipfer C.:
Long-term Outcome of Speech Intelligibility in Maxillary Dental Rehabilitation with Full Dentures: A Prospective Study Using Automatic Speech Quantification
In: International Journal of Prosthodontics 30 (2017), p. 419-425
ISSN: 0893-2174
DOI: 10.11607/ijp.5239
BibTeX: Download - Berger M., Xia Y., Aichinger W., Mentl K., Unberath M., Aichert A., Riess C., Hornegger J., Fahrig R., Maier A.:
Motion Compensation for Cone-Beam CT using Fourier Consistency Conditions
In: Physics in Medicine and Biology 62 (2017), p. 7181-7215
ISSN: 0031-9155
DOI: 10.1088/1361-6560/aa8129
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Berger17-MCF.pdf
BibTeX: Download - Lu CD., Lee B., Schottenhamml J., Maier A., Pugh EN., Fujimoto JG.:
Photoreceptor Layer Thickness Changes During Dark Adaptation Observed With Ultrahigh-Resolution Optical Coherence Tomography
In: Investigative Ophthalmology & Visual Science 58 (2017), p. 4632-4643
ISSN: 0146-0404
DOI: 10.1167/iovs.17-22171
BibTeX: Download - Kurzendorfer T., Fischer P., Mirshahzadeh N., Pohl T., Brost A., Steidl S., Maier A.:
Rapid Interactive and Intuitive Segmentation of 3D Medical Images Using Radial Basis Function Interpolation
In: Journal of Imaging 3 (2017), p. 1-16
ISSN: 2313-433X
DOI: 10.3390/jimaging3040056
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-RIA.pdf
BibTeX: Download - Wrosch JK., Von Einem V., Breininger K., Dahlmanns M., Maier A., Kornhuber J., Groemer TW.:
Rewiring of neuronal networks during synaptic silencing
In: Scientific Reports 7 (2017)
ISSN: 2045-2322
DOI: 10.1038/s41598-017-11729-5
BibTeX: Download - Bier B., Berger M., Maier A., Kachelriess M., Ritschl L., Müller K., Choi JH., Fahrig R.:
Scatter correction using a primary modulator on a clinical angiography C-arm CT system
In: Medical Physics 44 (2017), p. e125-e137
ISSN: 0094-2405
DOI: 10.1002/mp.12094
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Bier17-SCU.pdf
BibTeX: Download - Wetzl J., Schmidt M., Pontana F., Longère B., Lugauer F., Maier A., Hornegger J., Forman C.:
Single-breath-hold 3-D CINE imaging of the left ventricle using Cartesian sampling
In: Magnetic Resonance Materials in Physics Biology and Medicine (2017), p. 1-13
ISSN: 1352-8661
DOI: 10.1007/s10334-017-0624-1
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Wetzl17-S3C.pdf
BibTeX: Download - Unberath M., Taubmann O., Hell M., Achenbach S., Maier A.:
Symmetry, Outliers, and Geodesics in Coronary Artery Centerline Reconstruction from Rotational Angiography
In: Medical Physics 44 (2017), p. 5672-5685
ISSN: 0094-2405
DOI: 10.1002/mp.12512
BibTeX: Download - Käppler S., Seifert M., Horn F., Pelzer G., Rieger J., Michel T., Maier A., Anton G., Riess C.:
Talbot-Lau X-ray phase contrast for tiling-based acquisitions without reference scanning
In: Medical Physics 44 (2017), p. 1886-1898
ISSN: 0094-2405
DOI: 10.1002/mp.12200
BibTeX: Download - Fischer P., Pohl T., Faranesh A., Maier A., Hornegger J.:
Unsupervised Learning for Robust Respiratory Signal Estimation from X-Ray Fluoroscopy
In: IEEE Transactions on Medical Imaging 36 (2017), p. 865-877
ISSN: 0278-0062
DOI: 10.1109/TMI.2016.2609888
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Fischer17-ULF.pdf
BibTeX: Download - Christlein V., Bernecker D., Hönig FT., Maier A., Angelopoulou E.:
Writer Identification Using GMM Supervectors and Exemplar-SVMs
In: Pattern Recognition 63 (2017), p. 258-267
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2016.10.005
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Christlein17-WIU.pdf
BibTeX: Download
Book Contributions
- Christlein V., Gropp M., Maier A.:
Automatic Dating of Historical Documents
In: Kodikologie und Paläographie im digitalen Zeitalter, Norderstedt: BoD, 2017, p. 151-164 (Schriften des Instituts für Dokumentologie und Editorik, Vol.11)
ISBN: 978-3-7448-3877-1
BibTeX: Download
Conference Contributions
- Breininger K., Pfister M., Koutouzi G., Kowarschik M., Maier A.:
Estimation of femoral artery access location for anatomic deformation correction
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg, November 6, 2017 - November 7, 2017)
In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
BibTeX: Download - Bayer S., Maier A., Fahrig R., Ostermeier M.:
Generation of synthetic Image Data for the Evaluation of Brain Shift Compensation Methods
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg, April 6, 2017 - April 7, 2017)
In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Bayer17-GOS.pdf
BibTeX: Download - Amrehn M., Steidl S., Kowarschik M., Maier A.:
Robust Seed Mask Generation for Interactive Image Segmentation
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Atlanta, Georgia, October 21, 2017 - October 28, 2017)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Amrehn17-RSM.pdf
BibTeX: Download - Rybakov O., Bier B., Maier J., Unberath M., Maier A.:
Simultaneous Generation of X-ray and Range Images using XCAT under Motion
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (Atlanta, Georgia, October 21, 2017 - November 28, 2017)
Open Access: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Rybakov17-SGO.pdf
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Rybakov17-SGO.pdf
BibTeX: Download - Aubreville M., Krappmann M., Bertram C., Klopfleisch R., Maier A.:
A Guided Spatial Transformer Network for Histology Cell Differentiation
Eurographics Workshop on Visual Computing for Biology and Medicine (Bremen, September 7, 2017 - September 8, 2017)
In: Stefan Bruckner, Anja Hennemuth, Bernhard Kainz, Ingrid Hotz, Dorit Merhof and Christian Rieder (ed.): Eurographics Workshop on Visual Computing for Biology and Medicine 2017
DOI: 10.2312/vcbm.20171233
URL: https://arxiv.org/pdf/1707.08525.pdf
BibTeX: Download - Amrehn M., Gaube S., Unberath M., Schebesch F., Horz T., Strumia M., Steidl S., Kowarschik M., Maier A.:
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model
Eurographics Workshop on Visual Computing for Biology and Medicine (Bremen, September 7, 2017 - September 8, 2017)
In: EG VCBM 2017, Goslar, Germany: 2017
DOI: 10.2312/vcbm.20171248
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Amrehn17-UIA.pdf
BibTeX: Download - Davari A., Christlein V., Vesal S., Maier A., Riess C.:
GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification
17th International Conference on Computer Analysis of Images and Patterns (Ystad, August 22, 2017 - August 24, 2017)
In: Proceedings of the 17th International Conference on Computer Analysis of Images and Patterns Part II 2017
DOI: 10.1007/978-3-319-64698-5_25
BibTeX: Download - Maier A., Rodriguez Salas D.:
Fast and robust selection of highly-correlated features in regression problems
International Conference on Machine Vision Applications (Nagoya University, Nagoya, Japan, May 8, 2017 - May 12, 2017)
In: 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA) 2017
DOI: 10.23919/MVA.2017.7986905
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Dalia17-IARP.pdf
BibTeX: Download - Nitschke M., Jian T., Bayer S., Ren Q., Maier A.:
SIFT Key-Points for Lung Tumor Detection in PET/CT Images
Medical Image Understanding and Analysis (MIUA) (Edinburgh)
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Nitschke17-SKF-talk.pdf
BibTeX: Download - Huang Y., Lu Y., Taubmann O., Lauritsch G., Maier A.:
Streak Artifact Reduction in Limited Angle Tomography Using Machine Learning
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg, Germany, November 6, 2017 - November 7, 2017)
In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-SAR.pdf
BibTeX: Download - Fürsattel P., Schaller C., Maier A., Riess C.:
Distance error correction for time-of-flight cameras
Automated Visual Inspection and Machine Vision II
DOI: 10.1117/12.2271775
BibTeX: Download - Alibhai AY., Moult EM., Rebhun CB., Moreira-Neto C., Novais EA., Lee B., Schottenhamml J., Husvogt L., Maier A., Rosenfeld P., Duker JS., Waheed NK., Fujimoto JG.:
Flow Void Analysis: Multiscale Quantitation and Visualization of Choriocapillaris Alterations in Age-Related Macular Degeneration Using OCT Angiography
ARVO Annual Meeting 2017 (Baltimore, MD, USA, May 7, 2017 - May 11, 2017)
In: Investigative Ophthalmology & Visual Science 2017
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2637739&resultClick=1
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Alibhai17-FVA.pdf
BibTeX: Download - Ploner S., Moult EM., Schottenhamml J., Husvogt L., Lu CD., Rebhun CB., Alibhai AY., Duker JS., Waheed NK., Maier A., Fujimoto JG.:
Hybrid OCT-OCTA Vessel Visualization for Projection-Free Display of the Intermediate and Deep Retinal Plexuses
ARVO Annual Meeting 2017 (Baltimore, MD, USA, May 7, 2017 - May 11, 2017)
In: Investigative Ophthalmology & Visual Science 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Ploner17-HOV.pdf
BibTeX: Download - Schottenhamml J., Moult EM., Novais EA., Kraus M., Lee B., Choi W., Ploner S., Husvogt L., Lu CD., Yiu P., Rosenfeld P., Duker JS., Maier A., Waheed NK., Fujimoto JG.:
OCT-OCTA Segmentation: a Novel Framework and an Application to Segment Bruch's Membrane in the Presence of Drusen
ARVO Annual Meeting 2017 (Baltimore, MD, USA, May 7, 2017 - May 11, 2017)
In: Investigative Ophthalmology & Visual Science 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schottenhamml17-OSA.pdf
BibTeX: Download - Lee B., Moult EM., Ploner S., Alibhai AY., Rebhun CB., Moreira-Neto C., Husvogt L., Maier A., Wollstein G., Schuman J., Waheed NK., Duker JS., Fujimoto JG.:
Parallel Variable Interscan Time Analysis (VISTA) OCTA and en Face Doppler OCT of Optic Disc and Peripapillary Vasculature
ARVO Annual Meeting 2017 (Baltimore, MD, USA, May 7, 2017 - May 11, 2017)
In: Investigative Ophthalmology & Visual Science 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Lee17-PVI.pdf
BibTeX: Download - Huang Y., Taubmann O., Huang X., Hornegger J., Lauritsch G., Maier A.:
Restoration of Missing Data in Limited Angle Tomography Based on Consistency Conditions
The 14th International Meeting on Fully Three‐Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, China, June 18, 2017 - June 23, 2017)
In: Ge Wang and Xuanqin Mou (ed.): The 14th International Meeting on Fully Three‐Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-ROM.pdf
BibTeX: Download - Yiu P., Moult EM., Ploner S., Lee B., Husvogt L., Maier A., Spaide RF., Duker JS., Waheed NK., Fujimoto JG.:
Smoothed and Resolved Thresholding (SmaRT-) Display: A New OCTA Display Technique to Resolve the Low Flow Ambiguity
ARVO Annual Meeting 2017 (Baltimore, MD, USA, May 7, 2017 - May 11, 2017)
In: Investigative Ophthalmology & Visual Science 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Yiu17-SAR.pdf
BibTeX: Download - Moult EM., Ploner S., Choi W., Lee B., Husvogt L., Lu CD., Novais EA., Cole ED., Potsaid BM., Duker JS., Hornegger J., Maier A., Waheed NK., Fujimoto JG.:
Visualizing microvascular flow variation in OCTA using variable interscan time analysis (VISTA)
SPIE BiOS (San Francisco, CA, USA, January 28, 2017 - February 2, 2017)
In: Proc. SPIE 10053, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXI 2017
DOI: 10.1117/12.2254845
URL: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10053/1/Visualizing-microvascular-flow-variation-in-OCTA-using-variable-interscan-time/10.1117/12.2254845.full?SSO=1
BibTeX: Download - Geimer T., Unberath M., Birlutiu A., Taubmann O., Wölfelschneider J., Bert C., Maier A.:
A Kernel-based Framework for Intra-fractional Respiratory Motion Estimation in Radiation Therapy
2017 IEEE International Symposium on Biomedical Imaging (Melbourne, Australia, April 18, 2017 - April 21, 2017)
In: Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging 2017
DOI: 10.1109/ISBI.2017.7950693
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Geimer17-AKF.pdf
BibTeX: Download - Schiffers F., Käppler S., Pelzer G., Wolf A., Maier A., Anton G., Riess C.:
Polychromatic Maximum Likelihood Reconstruction for Talbot-Lau X-ray Tomography
International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D)
In: International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) 2017
Open Access: http://onlinelibrary.fully3d.org/papers/2017/Fully3D.2017-11-3107001.pdf
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schiffers17-PML.pdf
BibTeX: Download - Bopp J., Bartl P., Ritschl L., Radicke M., Maier A., Anton G., Riess C.:
Towards cartilage diagnosis in X-ray phase-contrast interferometry
IEEE International Symposium on Biomedical Imaging (Melbourne, April 18, 2017 - April 21, 2017)
In: 14th IEEE International Symposium on Biomedical Imaging 2017
DOI: 10.1109/ISBI.2017.7950586
BibTeX: Download - Hu S., Yang F., Kaufmann R., Griffa M., Anton G., Maier A., Riess C.:
Towards quantification of kidney stones using X-ray dark-field tomography
IEEE International Symposium on Biomedical Imaging (Melbourne, April 18, 2017 - April 21, 2017)
In: 14th IEEE International Symposium on Biomedical Imaging 2017
DOI: 10.1109/ISBI.2017.7950711
BibTeX: Download - Geimer T., Birlutiu A., Unberath M., Taubmann O., Bert C., Maier A.:
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Maier-Hein K H, Deserno Th, Handels H, Tolxdorff Th (ed.): Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme - Anwendungen, Heidelberg, Berlin: 2017
DOI: 10.1007/978-3-662-54345-0_38
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Geimer17-AKR.pdf
BibTeX: Download - Huang X., Xia Y., Huang Y., Hornegger J., Maier A.:
Overexposure Correction by Mixed One-bit Compressive Sensing for C-Arm CT
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Klaus Hermann Maier-Hein, geb. Fritzsche, Thomas Martin Deserno, geb. Lehmann, Heinz Handels,Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen, Berlin: 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-OCB.pdf
BibTeX: Download - Utzschneider M., Wang J., Schaffert R., Borsdorf A., Maier A.:
Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017, Berlin: 2017
DOI: 10.1007/978-3-662-54345-0_43
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Utzschneider17-RGF.pdf
BibTeX: Download - Kurzendorfer T., Reiml S., Brost A., Toth D., Panayiotou M., Mountney P., Steidl S., Maier A.:
2-D Interactive Scar Layer Visualization
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg)
In: IGIC 2017 - Abstract Book 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-2IS.pdf
BibTeX: Download - Kurzendorfer T., Brost A., Forman C., Schmidt M., Tillmanns C., Steidl S., Maier A.:
3-D LGE-MRI Segmentation using a Random Forest Classifier and Dynamic Programming
34th Annual Scientific Meeting of ESMRMB (Barcelona)
In: ESMRMB 2017, 34th Annual Scientific Meeting 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-3LS.pdf
BibTeX: Download - Stromer D., Schön T., Holub W., Maier A.:
3-D Reconstruction of Iron Gall Ink Writings
7th Conference on Industrial Computed Tomography (iCT 2017) (Leuven (Belgium))
In: Proceedings of 7th Conference on Industrial Computed Tomography (iCT 2017) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-3RO.pdf
BibTeX: Download - Hammernik K., Würfl T., Pock T., Maier A.:
A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction
Bildverarbeitung für die Medizin (BVM) (Heidelberg, March 12, 2017 - March 14, 2017)
In: Proc. Bildverarbeitung für die Medizin (BVM) 2017, Springer: 2017
DOI: 10.1007/978-3-662-54345-0_25
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Hammernik17-ADL.pdf
BibTeX: Download - Chen S., Endres J., Dorn S., Maier J., Lell M., Kachelriess M., Maier A.:
A Feasibility Study of Automatic Multi-Organ Segmentation Using Probabilistic Atlas
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen. 2017
DOI: 10.1007/978-3-662-54345-0_50
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Chen17-AFS.pdf
BibTeX: Download - Stimpel B., Forman C., Wetzl J., Schmidt M., Maier A., Unberath M.:
Automated Coronary Artery Ostia Detection in Magnetic Resonance Angiography
25th Annual Meeting & Exhibition (Honolulu, HI, USA)
In: Proceedings of the 25th Annual Meeting of the ISMRM 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stimpel17-ACA.pdf
BibTeX: Download - Kurzendorfer T., Brost A., Forman C., Maier A.:
Automated Left Ventricle Segmentation in 2-D LGE-MRI
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI) (Melbourne, April 18, 2017 - April 21, 2017)
In: Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2017
DOI: 10.1109/ISBI.2017.7950646
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-ALV.pdf
BibTeX: Download - Vo K., Jaremenko C., Bohr C., Neumann H., Maier A.:
Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017 Algorithmen Systeme Anwendungen, Heidelberg: 2017
DOI: 10.1007/978-3-662-54345-0_70
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Vo17-ACA.pdf
BibTeX: Download - Reiml S., Kurzendorfer T., Toth D., Mountney P., Panayiotou M., Behar JM., Rinaldi CA., Rhode K., Maier A., Brost A.:
Automatic Layer Generation for Scar Transmurality Visualization
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Reiml17-ALG.pdf
BibTeX: Download - Löber P., Stimpel B., Syben-Leisner C., Maier A., Ditt H., Schramm P., Raczkowski B., Kemmling A.:
Automatic thrombus detection in non-enhanced computed tomography images in patients with acute ischemic stroke
Eurographics Workshop on Visual Computing for Biology and Medicine (2017) (Bremen, Deutschland)
In: Eurographics Proceedings 2017 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Loeber17-ATD.pdf
BibTeX: Download - Reiml S., Kurzendorfer T., Toth D., Mountney P., Steidl S., Brost A., Maier A.:
Automatic Vertebrae Segmentation in Fluoroscopic Images for Electrophysiology
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (Atlanta)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Reiml17-AVS.pdf
BibTeX: Download - Taubmann O., Lauritsch G., Krings G., Maier A.:
Background Matters: A Correction Scheme for Dynamic Iterative CBCT with Limited Grid Size
14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, China)
In: Proceedings of Fully3D'17 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Taubmann17-BMA.pdf
BibTeX: Download - Endres J., Rohkohl C., Royalty K., Schafer S., Maier A., Dörfler A., Kowarschik M.:
Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images
Proceedings des Workshops vom 12. bis 14. März 2017 in Heidelberg (Heidelberg)
In: Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen. 2017
BibTeX: Download - Schebesch F., Unberath M., Andersen I., Maier A.:
Breast density assessment using wavelet features on mammograms
Workshops on Image processing for the medicine, 2016 (Berlin, DEU, March 13, 2016 - March 15, 2016)
In: Thomas M. Deserno, Heinz Handels, Thomas Tolxdorff, Hans-Peter Meinzer (ed.): Informatik aktuell 2017
DOI: 10.1007/978-3-662-49465-3_9
BibTeX: Download - Stromer D., Christlein V., Schön T., Holub W., Maier A.:
Browsing Through Closed Books: Evaluation of Pre-processing Methods for Page Extraction of a 3-D CT Book Volume
2017 2nd International Conference on Advanced Materials Research and Manufacturing Technologies (AMRMT 2017) (Phuket, Thailand)
In: Proceedings of the 2nd International Conference on Advanced Materials Research and Manufacturing Technologies 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-BTC.pdf
BibTeX: Download - Stromer D., Christlein V., Schön T., Holub W., Maier A.:
Browsing Through Closed Books: Fully Automatic Book Page Extraction from a 3-D X-ray CT Volume
2017 14th IAPR International Conference on Document Analysis and Recognition (Kyoto, Japan)
In: The 14th IAPR International Conference on Document Analysis and Recognition 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-BTC.pdf
BibTeX: Download - Zhong X., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Comparison of Default Patient Surface Model Estimation Methods
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin: Algorithmen - Systeme - Anwendungen 2017
DOI: 10.1007/978-3-662-54345-0_64
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Zhong17-COD.pdf
BibTeX: Download - Cimen S., Unberath M., Frangi A., Maier A.:
CoronARe: A coronary artery reconstruction challenge
5th International Workshop on Computational Methods for Molecular Imaging, CMMI 2017, 2nd International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017 and 1st International Stroke Workshop on Imaging and Treatment Challenges, SWITCH 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017 (Quebec City, QC, CAN, September 14, 2017 - September 14, 2017)
In: M. Jorge Cardoso, Tal Arbel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017
DOI: 10.1007/978-3-319-67564-0_10
BibTeX: Download - Unberath M., Hajek J., Geimer T., Schebesch F., Amrehn M., Maier A.:
Deep Learning-based Inpainting for Virtual DSA
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Hyatt Regency, Atlanta, Georgia, October 21, 2017 - October 28, 2017)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Unberath17-DLI.pdf
BibTeX: Download - Hoppe E., Körzdorfer G., Würfl T., Wetzl J., Lugauer F., Pfeuffer J., Maier A.:
Deep Learning for Magnetic Resonance Fingerprinting: A New Approach for Predicting Quantitative Parameter Values from Time Series
62. Jahrestagung der GMDS (Oldenburg, September 17, 2017 - September 21, 2017)
In: German Medical Data Sciences: Visions and Bridges, IOS Press: 2017
DOI: 10.3233/978-1-61499-808-2-202
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Hoppe17-DLF.pdf
BibTeX: Download - Bier B., Aichert A., Felsner L., Unberath M., Levenstone M., Gold G., Fahrig R., Maier A.:
Epipolar consistency conditions for motion correction in weight-bearing imaging
Bildverarbeitung für die Medizin 2017 Algorithmen Systeme Anwendungen (Bildverarbeitung für die Medizin 2017) (Heidelberg, March 12, 2017 - March 14, 2017)
DOI: 10.1007/978-3-662-54345-0_47
BibTeX: Download - Würfl T., Maass N., Dennerlein F., Huang X., Maier A.:
Epipolar Consistency Guided Beam Hardening Reduction - ECC²
14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, Shaanxi, China)
In: Proceedings of the 14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2017
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Wurfl17-ECCsquaredFully3D.pdf
BibTeX: Download - Syben-Leisner C., Stimpel B., Leghissa M., Dörfler A., Maier A.:
Fan-beam Projection Image Acquisition using MRI
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg)
In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
BibTeX: Download - Maier A., Westphal S., Geimer T., Maxim PG., King G., Schueler E., Fahrig R., Loo B.:
Fast Pose Verification for High-Speed Radiation Therapy
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017: Algorithmen - Systeme - Anwendungen, Heidelberg: 2017
DOI: 10.1007/978-3-662-54345-0_27
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Maier17-FPV.pdf
BibTeX: Download - Stromer D., Christlein V., Schön T., Holub W., Maier A.:
Fast, Robust and Efficient Extraction of Book Pages from a 3-D X-ray CT Volume
Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, Shaanxi, China)
In: Proceedings of the 14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-FRA.pdf
BibTeX: Download - Prochaska I., Wetzl J., Forman C., Nagel AM., Maier A.:
Feasibility Study: 2-D Self-Navigation using Compressed Sensing Reconstruction for Respiratory Gating in Free-breathing 3-D CINE Imaging
25th Annual Meeting & Exhibition (Honolulu, HI, USA)
In: Proceedings of the 25th Annual Meeting of the ISMRM 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Prochaska17-FS2.pdf
BibTeX: Download - Unberath M., Berger M., Aichert A., Maier A.:
Fourier Consistency-Based Motion Estimation in Rotational Angiography
Bildverarbeitung für die Medizin 2017 (Heilderberg, GER, March 12, 2017 - March 14, 2017)
In: Proc. Bildverarbeitung für die Medizin (BVM) 2017, Heidelberg: 2017
DOI: 10.1007/978-3-662-54345-0_28
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Unberath17-FCM.pdf
BibTeX: Download - Wetzl J., Lugauer F., Kroeker R., Schmidt M., Maier A., Forman C.:
Free-Breathing Self-Navigated Isotropic 3-D CINE Imaging of the Whole Heart using Adaptive Triggering and Retrospective Gating
25th Annual Meeting & Exhibition (Honolulu, HI, USA)
In: Proceedings of the 25th Annual Meeting of the ISMRM 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Wetzl17-FSI.pdf
BibTeX: Download - Kurzendorfer T., Brost A., Forman C., Schmidt M., Tillmanns C., Maier A.:
Fully Automatic Segmentation of Papillary Muscles in 3-D LGE-MRI
Bildverarbeitung für die Medizin 2017 (Heidelberg)
In: Bildverarbeitung für die Medizin 2017 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-FASP.pdf
BibTeX: Download - Bier B., Unberath M., Geimer T., Ravikumar N., Gold G., Fahrig R., Maier A.:
Fusing Motion Estimates for CBCT Reconstruction
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Atlanta)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Bier17-FME.pdf
BibTeX: Download - Zhong X., Strobel N., Sanders JC., Kowarschik M., Fahrig R., Maier A.:
Generation of Personalized Computational Phantoms Using Only Patient Metadata
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Atlanta, Georgia, USA)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Zhong17-GOP.pdf
BibTeX: Download - Durlak F., Wels M., Schwemmer C., Sühling M., Steidl S., Maier A.:
Growing a Random Forest with Fuzzy Spatial Features for Fully Automatic Artery-Specific Coronary Calcium Scoring
8th International Workshop MICCAI-MLMI 2017 (Québec City, QC, Canada)
In: Machine Learning in Medical Imaging, Berlin: 2017
DOI: 10.1007/978-3-319-67389-9
URL: https://link.springer.com/chapter/10.1007/978-3-319-67389-9_4
BibTeX: Download - Schneider M., Lugauer F., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Improving the Noise Propagation Behavior of Different Fatty Acid Quantification Techniques using Spectral Denoising
ISMRM 25th Annual Meeting & Exhibition (Honolulu)
In: Proceedings of the 25th Annual Meeting of the ISMRM 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schneider17-ITN.pdf
BibTeX: Download - Syben-Leisner C., Bier B., Berger M., Aichert A., Fahrig R., Gold G., Levenston M., Maier A.:
Joint Calibration and Motion Estimation in Weight-Bearing Cone-Beam CT of the Knee Joint using Fiducial Markers
2017 IEEE International Symposium on Biomedical Imaging (Melbourne, April 18, 2017 - April 21, 2017)
In: Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2017
DOI: 10.1109/ISBI.2017.7950568
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Syben17-JCA.pdf
BibTeX: Download - Mehmood E., Fischer P., Pohl T., Horz T., Maier A.:
Layered X-ray Motion Estimation using Primal-Dual Optimization
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Informatik aktuell, Springer: 2017
DOI: 10.1007/978-3-662-54345-0_22
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Mehmood17-LXM.pdf
BibTeX: Download - Hanif S., Schebesch F., Jerebko A., Ritschl L., Mertelmeier T., Maier A.:
Lesion Ground Truth Estimation for a Physical Breast Phantom
Workshop Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017 - Algorithmen, Systeme, Anwendungen 2017
DOI: 10.1007/978-3-662-54345-0_55
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Hanif17-LGT.pdf
BibTeX: Download - Lu Y., Kowarschik M., Ren Q., Fahrig R., Hornegger J., Maier A.:
Material Decomposition Using Ensemble Learning for Energy-Resolved Computed Tomography
14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, Shaanxi, China)
In: Proceedings of Fully3D'17 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Lu17-MDU.pdf
BibTeX: Download - Servadei L., Schmidt R., Eidelloth C., Maier A.:
Medical Monkeys: A Crowdsourcing Approach to Medical Big Data
Confederated International Workshops, EI2N, FBM, ICSP, Meta4eS, OTMA 2017 and ODBASE Posters 2017 (Rhodes, Greece)
In: On the Move to Meaningful Internet Systems. OTM 2017 Workshops, Cham: 2017
DOI: 10.1007/978-3-319-73805-5_9
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Servadei17-MMA.pdf
BibTeX: Download - Bier B., Unberath M., Geimer T., Maier J., Gold G., Levenston M., Fahrig R., Maier A.:
Motion Compensation using Range Imaging in C-arm Cone-Beam CT
Medical Image Understanding and Analysis (21st Annual Conference, MIUA 2017) (Edinburgh, July 11, 2017 - July 13, 2017)
In: Medical Image Understanding and Analysis 2017
DOI: 10.1007/978-3-319-60964-5_49
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Bier17-MCU.pdf
BibTeX: Download - Felsner L., Aichert A., Unberath M., Maier A.:
Motion Estimation in Rotational Angiography with alpha–Expansion Moves
IEEE Nuclear Science Symposium and Medical Imaging Conference (Atlanta, October 21, 2017 - October 28, 2017)
BibTeX: Download - Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Multi-View Depth-Aware Rigid 2-D/3-D Registration
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Atlanta, Georgia, USA)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schaffert17-MDR.pdf
BibTeX: Download - Mentl K., Mailhé B., Ghesu FC., Schebesch F., Haderlein T., Maier A., Nadar M.:
Noise Reduction In Low-Dose CT Using a 3D Multiscale Sparse Denoising Autoencoder
Machine Learning for Signal Processing (MLSP) (Tokyo, Japan)
In: 2017 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Mentl17-NRI.pdf
BibTeX: Download - Dorn S., Chen S., Pisana F., Maier J., Knaup M., Sawall S., Maier A., Lell M., Kachelriess M.:
Organ-specific context-sensitive single and dual energy CT (DECT) image reconstruction, display and analysis
RSNA 2017 (Chicago , USA)
In: n 103rd Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA) 2017
BibTeX: Download - Geimer T., Höhn J., Unberath M., Maier A.:
Parametric LV Model Fitting to Coronary Arteries
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Hyatt Regency, Atlanta, Georgia, October 21, 2017 - October 28, 2017)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Geimer17-PLM.pdf
BibTeX: Download - Sanders JC., Kuwert T., Vija AH., Maier A., Ritt P.:
Quantitative bias for SPECT imaging in kidneys due to respiratory motion - a simulation study
Deutsche Gesellschaft für Nukearmedizin Jahrestagung 2017 (Dresden, Germany)
In: Kongressausgabe 56. Jahrestagung der Deutschen Gesellschaft für Nuklearmedizin, Schattauer: 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Sanders17-QBF.pdf
BibTeX: Download - Sanders JC., Kuwert T., Vija AH., Maier A., Ritt P.:
Quantitative Bias from Respiratory Motion and Finite System Resolution for SPECT Imaging of Kidneys A Simulation Study
Society of Nuclear Medicine and Molecular Imaging 2017 Annual Meeting (Denver, CO, USA)
In: Journal of Nuclear Medicine (Supplement 1) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Sanders17-QBF.pdf
BibTeX: Download - Schirrmacher F., Köhler T., Husvogt L., Fujimoto JG., Hornegger J., Maier A.:
QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data
Medical Image Computing and Computer-Assisted Intervention (Quebec City, QC, Canada, September 11, 2017 - September 13, 2017)
In: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2017, Proceedings, Part II 2017
DOI: 10.1007/978-3-319-66185-8_10
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schirrmacher17-QQS.pdf
BibTeX: Download - Mirshahzadeh N., Kurzendorfer T., Fischer P., Pohl T., Brost A., Steidl S., Maier A.:
Radial Basis Function Interpolation for Rapid Interactive Segmentation of 3-D Medical Images
Annual Conference on Medical Image Understanding and Analysis (Edinburgh, July 11, 2017 - July 13, 2017)
In: MIUA 2017: Medical Image Understanding and Analysis 2017
DOI: 10.1007/978-3-319-60964-5_57
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Mirshazadeh17-RBF.pdf
BibTeX: Download - Kurzendorfer T., Forman C., Brost A., Maier A.:
Random Forest Based Left Ventricle Segmentation in LGE-MRI
International Conference on Functional Imaging and Modeling of the Heart (FIMH) (Toronto, June 11, 2017 - June 13, 2017)
In: Functional Imaging and Modelling of the Heart 2017
DOI: 10.1007/978-3-319-59448-4_15
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kurzendorfer17-RFB.pdf
BibTeX: Download - Kuhnert N., Maass N., Barth K., Maier A.:
Reduction of metal artifacts using a new segmentation approach: Extension of graph cuts for a more precise segmentation used in metal artifact reduction
Workshops on Image processing for the medicine, 2016 (Berlin, DEU, March 13, 2016 - March 15, 2016)
In: Thomas M. Deserno, Heinz Handels, Thomas Tolxdorff, Hans-Peter Meinzer (ed.): Informatik aktuell 2017
DOI: 10.1007/978-3-662-49465-3_18
BibTeX: Download - Unberath M., Taubmann O., Bier B., Geimer T., Hell M., Achenbach S., Maier A.:
Respiratory Motion Compensation in Rotational Angiography: Graphical Model-Based Optimization of Auto-Focus Measures
IEEE International Symposium on Biomedical Imaging (Melbourne, April 18, 2017 - April 21, 2017)
In: IEEE International Symposium on Biomedical Imaging, Proceedings of the 2017
DOI: 10.1109/ISBI.2017.7950507
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Unberath17-RMC.pdf
BibTeX: Download - Ghesu FC., Georgescu B., Grbic S., Maier A., Hornegger J., Comaniciu D.:
Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data
MICCAI (Quebec, Canada, September 11, 2017 - September 13, 2017)
In: Medical Image Computing and Computer-Assisted Intervention MICCAI 2017 2017
DOI: 10.1007/978-3-319-66182-7_23
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Ghesu17-RMA.pdf
BibTeX: Download - Krebs J., Mansi T., Delingette H., Zhang L., Ghesu FC., Miao S., Maier A., Ayache N., Liao R., Kamen A.:
Robust Non-Rigid Registration through Agent-Based Action Learning
MICCAI (Quebec, Canada, September 11, 2017 - September 13, 2017)
In: Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017 2017
DOI: 10.1007/978-3-319-66182-7_40
BibTeX: Download - Syben-Leisner C., Bier B., Berger M., Aichert A., Fahrig R., Gold G., Levenston M., Maier A.:
Self-Calibration and Simultaneous Motion Estimation for C-arm CT using Fiducial Markers
Bildverarbeitung für die Medizin (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017: Algorithmen - Systeme - Anwendungen., Springer: 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Syben17-SAS.pdf
BibTeX: Download - Vesal S., Diaz-Pinto A., Ravikumar N., Ellmann S., Davari A., Maier A.:
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation
IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (Atlanta, Georgia, USA)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Vesal17-SAF.pdf
BibTeX: Download - Jaremenko C., Huang X., Affronti E., Merklein M., Maier A.:
Sheet metal forming limits as classification problem
Machine Vision Applications (Nagoya, May 8, 2017 - May 12, 2017)
In: Proceedings of the 15th IAPR International Conference on Machine Vision Applications 2017
DOI: 10.23919/MVA.2017.7986814
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Jaremenko17-SMF.pdf
BibTeX: Download - Lugauer F., Wetzl J., Forman C., Schneider M., Kiefer B., Nickel D., Maier A.:
Single Breath-Hold Abdominal T1 Mapping Using 3-D Cartesian Sampling and Spatiotemporally Constrained Reconstruction
Proceedings of the 25th Annual Meeting of the ISMRM (ISMRM 2017) (Honolulu, HI, USA)
In: Proceedings of the 25th Annual Meeting of the ISMRM (ISMRM 2017) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Lugauer17-SBA.pdf
BibTeX: Download - Taubmann O., Unberath M., Lauritsch G., Achenbach S., Maier A.:
Spatio-temporally Regularized 4-D Cardiovascular C-arm CT Reconstruction Using a Proximal Algorithm
2017 IEEE International Symposium on Biomedical Imaging (Melbourne, Australia, April 18, 2017 - April 21, 2017)
In: Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging 2017
DOI: 10.1109/ISBI.2017.7950466
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Taubmann17-SR4.pdf
BibTeX: Download - Bier B., Unberath M., Ravikumar N., Maier J., Gooya A., Taylor ZA., Frangi AF., Gold G., Fahrig R., Maier A.:
Surface Registration to Estimate Motion in CBCT
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Atlanta, October 21, 2017 - October 28, 2017)
In: 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Bier17-SRT.pdf
BibTeX: Download - Schebesch F., Maier A.:
Towards Optimal Channels for a Detection Channelized Hotelling Observer
IGIC 2017 (Magdeburg)
In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
BibTeX: Download - Schirrmacher F., Taubmann O., Unberath M., Maier A.:
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography
Bildverarbeitung für die Medizin 2017 (DKFZ, Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017, Springer Vieweg: 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schirrmacher17-TUP.pdf
BibTeX: Download - Christlein V., Ghesu FC., Würfl T., Maier A., Isensee F., Neher P., Maier-Hein K.:
Tutorial: Deep Learning - Advancing the State-of-the-Art in Medical Image Analysis
Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/bvm17_dltut.pdf
BibTeX: Download - Christlein V., Gropp M., Fiel S., Maier A.:
Unsupervised Feature Learning for Writer Identification and Writer Retrieval
14th IAPR International Conference on Document Analysis and Recognition (ICDAR) (Kyoto, Japan)
In: 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) 2017
DOI: 10.1109/ICDAR.2017.165
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Christlein17-UFL.pdf
BibTeX: Download - Moult EM., Ploner S., Rebhun CB., Alibhai AY., Lee B., Moreira-Neto C., Novais EA., Schottenhamml J., Husvogt L., Maier A., Rosenfeld P., Duker JS., Waheed NK., Fujimoto JG.:
Variable Interscan Time Analysis (VISTA-) Optical Coherence Tomography Angiography (OCTA) of Blood Flow Speeds in Eyes with Diabetic Retinopathy
ARVO Annual Meeting 2017 (Baltimore, MD, USA, May 7, 2017 - May 11, 2017)
In: Investigative Ophthalmology & Visual Science, ARVO: 2017
URL: https://iovs.arvojournals.org/article.aspx?articleid=2637998&resultClick=1
BibTeX: Download
Miscellaneous
- Davari A., Lindenberger T., Haeberle A., Christlein V., Maier A., Riess C.:
Image Registration for the Alignment of Digitized Historical Documents
abs/1712.04482 (2017)
Open Access: https://arxiv.org/abs/1712.04482
URL: http://arxiv.org/abs/1712.04482
BibTeX: Download
(Techreport) - Köhler T., Bätz M., Naderi Boldaji F., Kaup A., Maier A., Riess C.:
Benchmarking Super-Resolution Algorithms on Real Data
abs/1709.04881 (2017)
Open Access: https://arxiv.org/abs/1709.04881
URL: http://arxiv.org/abs/1709.04881
BibTeX: Download
(Techreport)
2016
Journal Articles
- Navab N., Frangi AF., Wells W., Maier A.:
Editorial for the Special Issue on MICCAI 2015
In: Medical Image Analysis 34 (2016), p. 1-2
ISSN: 1361-8415
DOI: 10.1016/j.media.2016.09.007
BibTeX: Download - Ploner S., Moult EM., Choi W., Waheed NK., Lee B., Novais EA., Cole ED., Potsaid B., Husvogt L., Schottenhamml J., Maier A., Rosenfeld P., Duker JS., Hornegger J., Fujimoto JG.:
Toward Quantitative Optical Coherence Tomography Angiography: Visualizing Blood Flow Speeds in Ocular Pathology Using Variable Interscan Time Analysis
In: Retina (Philadelphia, Pa.) 32 (2016), p. S118-S126
ISSN: 1539-2864
DOI: 10.1097/IAE.0000000000001328
BibTeX: Download - Rausch J., Maier A., Fahrig R., Choi JH., Hinshaw W., Schebesch F., Haase S., Wasza J., Hornegger J., Riess C.:
Kinect-Based Correction of Overexposure Artifacts in Knee Imaging with C-Arm CT Systems
In: International Journal of Biomedical Imaging 2016 (2016), p. 2502486:1-15
ISSN: 1687-4188
DOI: 10.1155/2016/2502486
URL: http://downloads.hindawi.com/journals/ijbi/2016/2502486.pdf
BibTeX: Download - Wasza J., Fischer P., Leutheuser H., Oefner T., Bert C., Maier A., Hornegger J.:
Real-Time Respiratory Motion Analysis Using 4-D Shape Priors
In: IEEE Transactions on Biomedical Engineering 63 (2016), p. 485-495
ISSN: 0018-9294
DOI: 10.1109/TBME.2015.2463769
BibTeX: Download - Lugauer F., Nickel D., Wetzl J., Kiefer B., Hornegger J., Maier A.:
Accelerating Multi-Echo Water-Fat MRI with a Joint Locally Low-Rank and Spatial Sparsity-Promoting Reconstruction
In: Magnetic Resonance Materials in Physics Biology and Medicine - (2016), p. 01-14
ISSN: 0968-5243
DOI: 10.1007/s10334-016-0595-7
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Lugauer16-AMW.pdf
BibTeX: Download - Fürsattel P., Placht S., Balda M., Schaller C., Hofmann H., Maier A., Riess C.:
A Comparative Error Analysis of Current Time-of-Flight Sensors
In: IEEE Transactions on Computational Imaging 2 (2016), p. 27--41
ISSN: 2333-9403
DOI: 10.1109/TCI.2015.2510506
BibTeX: Download - Jordan JM., Angelopoulou E., Maier A.:
A Novel Framework for Interactive Visualization and Analysis of Hyperspectral Image Data
In: Journal of Electrical and Computer Engineering 2016 (2016), Article No.: 2635124
ISSN: 2090-0147
DOI: 10.1155/2016/2635124
BibTeX: Download - Christlein V., Diem M., Kleber F., Mühlberger G., Schwägerl-Melchior V., van Gelder E., Maier A.:
Automatic Writer Identification in Historical Documents: A Case Study
In: Zeitschrift für digitale Geisteswissenschaften (2016), p. -
ISSN: 2510-1358
DOI: 10.17175/2016_002
URL: http://www.zfdg.de/2016_002
BibTeX: Download - Hoffmann M., Kowalewski C., Maier A., Kurzidim K., Strobel N., Hornegger J.:
Contrast-based 3D/2D registration of the left atrium: Fast versus consistent
In: International Journal of Biomedical Imaging 2016 (2016), Article No.: 7690391
ISSN: 1687-4188
DOI: 10.1155/2016/7690391
BibTeX: Download - Hoffmann M., Kowalewski C., Maier A., Kurzidim K., Strobel N., Hornegger J.:
Contrast-based 3-D/2-D Registration of the Left Atrium: Fast vs. Consistent
In: International Journal of Biomedical Imaging 2016 (2016), p. 1-15
ISSN: 1687-4188
DOI: 10.1155/2016/7690391
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Hoffmann16-C3R.pdf
BibTeX: Download - Taubmann O., Maier A., Hornegger J., Lauritsch G., Fahrig R.:
Coping with Real World Data: Artifact Reduction and Denoising for Motion-Compensated Cardiac C-arm CT
In: Medical Physics 43 (2016), p. 883-893
ISSN: 0094-2405
DOI: 10.1118/1.4939878
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Taubmann16-CWR.pdf
BibTeX: Download - Kurzendorfer T., Mewes P., Maier A., Strobel N., Brost A.:
Cryo-Balloon Catheter Localization Based on a Support-Vector-Machine Approach
In: IEEE Transactions on Medical Imaging 35 (2016), p. 1892-1902
ISSN: 0278-0062
DOI: 10.1109/TMI.2016.2537052
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Kurzendorfer16-CCL.pdf
BibTeX: Download - Oetter N., Knipfer C., Rohde M., von Wilmowsky C., Maier A., Brunner K., Adler W., Neukam FW., Neumann H., Stelzle F.:
Development and validation of a classification and scoring system for the diagnosis of oral squamous cell carcinomas through confocal laser endomicroscopy
In: Journal of Translational Medicine 14 (2016), p. 159
ISSN: 1479-5876
DOI: 10.1186/s12967-016-0919-4
BibTeX: Download - Sanders JC., Ritt P., Kuwert T., Vija AH., Maier A.:
Fully Automated Data-Driven Respiratory Signal Extraction From SPECT Images Using Laplacian Eigenmaps
In: IEEE Transactions on Medical Imaging 35 (2016), p. 2425-2435
ISSN: 0278-0062
DOI: 10.1109/TMI.2016.2576899
BibTeX: Download - Wetzl J., Forman C., Wintersperger BJ., D'Errico L., Schmidt M., Mailhé B., Maier A., Stalder AF.:
High-resolution dynamic CE-MRA of the thorax enabled by iterative TWIST reconstruction
In: Magnetic Resonance in Medicine (2016), p. 1-8
ISSN: 0740-3194
DOI: 10.1002/mrm.26146
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wetzl16-HDC.pdf
BibTeX: Download - Huang X., Maier A., Hornegger J., Suykens JAK.:
Indefinite Kernels in Least Squares Support Vector Machines and Principal Component Analysis
In: Applied and Computational Harmonic Analysis (2016)
ISSN: 1063-5203
DOI: 10.1016/j.acha.2016.09.001
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang16-IKI.pdf
BibTeX: Download - Müller K., Datta S., Moiz A., Choi JH., Moore T., Pung L., Niebler C., Gold G., Maier A., Fahrig R.:
Interventional dual-energy imaging - Feasibility of rapid kV-switching on a C-arm CT system
In: Medical Physics 43 (2016), p. 5536-5546
ISSN: 0094-2405
DOI: 10.1118/1.4962929
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Muller16-IDI.pdf
BibTeX: Download - Berger M., Müller K., Aichert A., Unberath M., Thies J., Choi JH., Fahrig R., Maier A.:
Marker-free motion correction in weight-bearing cone-beam CT of the knee joint
In: Medical Physics 43 (2016), p. 1235-1248
ISSN: 0094-2405
DOI: 10.1118/1.4941012
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Berger16-MMC.pdf
BibTeX: Download - Bögel M., Gehrisch S., Redel T., Rohkohl C., Dörfler A., Maier A., Kowarschik M., Hölter P.:
Patient-individualized boundary conditions for CFD simulations using time-resolved 3D angiography
In: International Journal of Computer Assisted Radiology and Surgery 11 (2016), p. 1061-9
ISSN: 1861-6410
DOI: 10.1007/s11548-016-1367-6
BibTeX: Download - Köhler T., Huang X., Schebesch F., Aichert A., Maier A., Hornegger J.:
Robust Multiframe Super-Resolution Employing Iteratively Re-Weighted Minimization
In: IEEE Transactions on Computational Imaging 2 (2016), p. 42-58
ISSN: 2333-9403
DOI: 10.1109/TCI.2016.2516909
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Kohler16-RMS.pdf
BibTeX: Download - Böhm N., Knipfer C., Maier A., Bocklet T., Rohde M., Neukam FW., Stelzle F., Schuster M.:
Sprechqualität und psychische Beeinträchtigung nach der Therapie von Mundhöhlentumoren
In: Laryngo-Rhino-Otologie (2016)
ISSN: 0935-8943
DOI: 10.1055/s-0042-102256
BibTeX: Download
Book Contributions
- Hornegger J., Maier A., Kowarschik M.:
CT Image Reconstruction Basics
In: MR and CT Perfusion and Pharmacokinetic Imaging: Clinical Applications and Theoretical Principles, Alphen aan den Rijn, Netherlands: Wolters Kluwer, 2016, p. C05/01-09
ISBN: 9781451147155
URL: https://www5.cs.fau.de/fileadmin/persons/MaierAndreas/maier/Hornegger16-CRB.pdf
BibTeX: Download
Conference Contributions
- Shi L., Berger M., Bier B., Söll C., Röber J., Fahrig R., Eskofier B., Maier A., Maier J.:
Analog Non-Linear Transformation-Based Tone Mapping for Image Enhancement in C-arm CT
IEEE Medical Imaging Conference (MIC) (Strasbourg, France)
BibTeX: Download - Husvogt L., Moult EM., Lee B., Waheed NK., Hornegger J., Spaide RF., Maier A., Fujimoto JG.:
SlicerOCT: A 3-D visualization platform for orthoplane viewing of OCT(A) datasets
ARVO Annual Meeting 2016 (Seattle, WA, USA, May 1, 2016 - May 5, 2016)
In: Investigative Ophthalmology & Visual Science, ARVO: 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Husvogt16-SA3.pdf
BibTeX: Download - Fürsattel P., Deitsch S., Placht S., Balda M., Maier A., Riess C.:
OCPAD - Occluded Checkerboard Pattern Detector
IEEE Winter Conference on Applications of Computer Vision (Lake Placid, NY, March 7, 2016 - March 10, 2016)
DOI: 10.1109/WACV.2016.7477565
BibTeX: Download - Dotenco S., Dalsaß M., Winkler L., Wurzner T., Brabec C., Maier A., Gallwitz F.:
Automatic Detection and Analysis of Photovoltaic Modules in Aerial Infrared Imagery
IEEE Winter Conference on Applications of Computer Vision (Lake Placid, NY, March 7, 2016 - March 10, 2016)
DOI: 10.1109/WACV.2016.7477658
BibTeX: Download - Geimer T., Unberath M., Taubmann O., Bert C., Maier A.:
Combination of Markerless Surrogates for Motion Estimation in Radiation Therapy
Computer Assisted Radiology and Surgery (CARS) 2016 (Heidelberg, June 22, 2016 - June 25, 2016)
In: Computer Assisted Radiology and Surgery (CARS) 2016: Proceedings of the 30th International Congress and Exhibition 2016
DOI: 10.1007/s11548-016-1412-5
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Geimer16-COM.pdf
BibTeX: Download - Husvogt L., Maier A., Hornegger J.:
Advanced Image Processing for Optical Coherence Tomography Angiography
10th Joint Workshop of the German Research Training Groups in Computer Science (Schloss Dagstuhl - Leibniz-Zentrum für Informatik)
In: Benedikt Etzold, René Richter, Maximilian Eibl, Wolfgang Lehner (ed.): Proceedings of the 10th Joint Workshop of the German Research Training Groups in Computer Science, Chemnitz: 2016
BibTeX: Download - Huang Y., Taubmann O., Huang X., Haase V., Lauritsch G., Maier A.:
A New Scale Space Total Variation Algorithm for Limited Angle Tomography
CT-Meeting 2016 (Bamberg, Germany, April 13, 2016 - April 16, 2016)
In: Marc Kachelrieß (ed.): CT-Meeting 2016 Proceedings (The 4th International Meeting on Image Formation in X-Ray Computed Tomography) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang16-ANS.pdf
BibTeX: Download - Stromer D., Amrehn M., Huang Y., Kugler P., Bauer S., Lauritsch G., Maier A.:
Comparison of SART and eTV Reconstruction for increased C-arm CT Volume Coverage by proper Detector Rotation in Liver Imaging
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, April 13, 2016 - April 16, 2016)
In: Proceedings of the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2016
DOI: 10.1109/ISBI.2016.7493337
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Stromer16-COS.pdf
BibTeX: Download - Steg A., Reichenbach M., Söll C., Shi L., Maier A., Riess C.:
Dynamic Pixel Binning allows Spatial and Angular Resolution Tradeoffs to improve Image Quality in X-Ray C-Arm CT
IEEE International Symposium on Biomedical Imaging (ISBI) (Prague)
DOI: 10.1109/ISBI.2016.7493334
BibTeX: Download - Amrehn M., Glasbrenner J., Steidl S., Maier A.:
Comparative Evaluation of Interactive Segmentation Approaches
Bildverarbeitung für die Medizin (Charité - Universitätsmedizin Berlin, March 13, 2016 - March 15, 2016)
In: Bildverarbeitung für die Medizin 2016, Berlin Heidelberg: 2016
DOI: 10.1007/978-3-662-49465-3
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Amrehn16-CEO.pdf
BibTeX: Download - Huang Y., Lauritsch G., Amrehn M., Taubmann O., Haase V., Stromer D., Huang X., Maier A.:
Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model
Bildverarbeitung für die Medizin (Berlin, March 13, 2016 - March 15, 2016)
In: Bildverarbeitung für die Medizin 2016 2016
DOI: 10.1007/978-3-662-49465-3_49
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang16-IQA.pdf
BibTeX: Download - Chen S., Lu Y., Hopfgartner C., Suehling M., Steidl S., Hornegger J., Maier A.:
3-D Printing Based Production of Head and Neck Masks for Radiation Therapy Using Ct Volume Data: A Fully Automatic Framework
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, April 13, 2016 - April 16, 2016)
In: Proceedings of the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Prague, Czech Republic: 2016
DOI: 10.1109/ISBI.2016.7493293
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Chen16-3PB.pdf
BibTeX: Download - Stromer D., Christlein V., Anton G., Kugler P., Maier A.:
3-D Reconstruction of Historical Documents using an X-Ray C-Arm CT System
Image and Vision Computing New Zealand 2016 (IVCNZ 2016) (Palmerston North)
In: Proceedings of the 31th conference on Image and Vision Computing New Zealand 2016 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Stromer16-3RO.pdf
BibTeX: Download - Wu H., Berger M., Maier A., Lohmann D.:
A Memory Management Library for CT-Reconstruction on GPUs
Workshop Bildverarbeitung für die Medizin (Berlin)
In: Bildverarbeitung für die Medizin, Berlin Heidelberg: 2016
BibTeX: Download - Huang Y., Taubmann O., Huang X., Haase V., Lauritsch G., Maier A.:
A NEW WEIGHTED ANISOTROPIC TOTAL VARIATION ALGORITHM FOR LIMITED ANGLE TOMOGRAPHY
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, April 13, 2016 - April 16, 2016)
In: the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2016
DOI: 10.1109/ISBI.2016.7493336
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang-ANW.pdf
BibTeX: Download - Schroeder L., Wetzl J., Maier A., Lauer L., Bollenbeck J., Fenchel M., Speier P.:
A Novel Method for Contact-Free Cardiac Synchronization Using the Pilot Tone Navigator
24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schroeder16-ANM.pdf
BibTeX: Download - Hoffmann M., Koch M., Strobel N., Maier A.:
Automatic Detection of Ostia in the Left Atrium
Workshop Bildverarbeitung für die Medizin (Berlin)
In: Bildverarbeitung für die Medizin 2016, Berlin Heidelberg: 2016
DOI: 10.1007/978-3-662-49465-3_40
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Hoffmann16-ADO.pdf
BibTeX: Download - Bopp J., Unberath M., Steidl S., Fahrig R., Oliveira I., Kleyer A., Maier A.:
Automatic Finger Joint Detection for Volumetric Hand Imaging
Bildverarbeitung für Medizin (Berlin)
In: Bildverarbeitung für Medizin, Berlin: 2016
DOI: 10.1007/978-3-662-49465-3
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Bopp16-AFJ.pdf
BibTeX: Download - Wu M., Maier A., Xia Y., Fahrig R.:
Auto-tuned Path-based Iterative Reconstruction (aPBIR) for X-ray Computed Tomography
CT-Meeting 2016 (The 4th International Meeting on Image Formation in X-Ray Computed Tomography) (Bamberg)
In: CT-Meeting 2016 Proceedings (The 4th International Meeting on Image Formation in X-Ray Computed Tomography) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wu16-API.pdf
BibTeX: Download - Lu Y., Berger M., Manhart M., Choi JH., Hoheisel M., Kowarschik M., Fahrig R., Ren Q., Hornegger J., Maier A.:
Bridge to Real Data: Empirical Multiple Material Calibration for Learning-Based Material Decomposition
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, April 13, 2016 - April 16, 2016)
In: Proceedings of the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Prague, Czech Republic: 2016
DOI: 10.1109/ISBI.2016.7493306
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Lu16-BTR.pdf
BibTeX: Download - Schaffert R., Wang J., Borsdorf A., Hornegger J., Maier A.:
Comparison of Rigid Gradient-Based 2D/3D Registration Using Projection and Back-Projection Strategies
Workshop Bildverarbeitung für die Medizin (Berlin)
In: Bildverarbeitung für die Medizin, Springer: 2016
DOI: 10.1007/978-3-662-49465-3_26
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schaffer16-COR.pdf
BibTeX: Download - Bercea CI., Maier A., Köhler T.:
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution
International Conference on Image Processing (Phoenix, Arizona, September 25, 2016 - September 28, 2016)
In: Proceedings of the 2016 IEEE International Conference on Image Processing (ICIP) 2016
DOI: 10.1109/ICIP.2016.7532535
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Bercea16-CLO.pdf
BibTeX: Download - Hoffmann M., Strobel N., Hornegger J., Maier A.:
Contrast-Based Registration Of Left Atria To Fluoroscopic Image Sequences By Temporal Markow Filtering And Motion Regularization
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague)
In: Proceedings of the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Hoffmann16-CRO.pdf
BibTeX: Download - Taubmann O., Lauritsch G., Krings G., Maier A.:
Convex Temporal Regularizers in Cardiac C-arm CT
4th International Conference on Image Formation in X-ray Computed Tomography (Bamberg, Germany)
In: Proceedings of the 4th International Conference on Image Formation in X-ray Computed Tomography 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Taubmann16-CTR.pdf
BibTeX: Download - Stromer D., Kugler P., Bauer S., Lauritsch G., Maier A.:
Data Completeness Estimation for 3D C-Arm Scans with Rotated Detector to Enlarge the Lateral Field-of-View
Workshop Bildverarbeitung für die Medizin (Berlin)
In: Bildverarbeitung für die Medizin 2016 2016
DOI: 10.1007/978-3-662-49465-3_30
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Stromer16-DCE.pdf
BibTeX: Download - Würfl T., Ghesu FC., Christlein V., Maier A.:
Deep Learning Computed Tomography
19th International Conference on Medical Image Computing & Computer-Assisted Intervention (Athen)
In: Medical Image Computing and Computer-Assisted Intervention MICCAI 2016 2016
DOI: 10.1007/978-3-319-46726-9_50
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wurfl16-DLC.pdf
BibTeX: Download - Datta S., Choi JH., Niebler C., Maier A., Fahrig R., Müller K.:
Dual-Energy C-arm CT in the Angiographic Suite
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (San Diego, CA, USA)
In: 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Datta16-DCC.pdf
BibTeX: Download - Sanders JC., Kuwert T., Vija AH., Maier A., Ritt P.:
Effect of Data-Driven Respiratory Gating on Lu-177 SPECT/CT Scans
European Association of Nuclear Medicine Annual Meeting 2016 (Barcelona, Spain)
In: 29th Annual EANM Congress of the European Association of Nuclear Medicine 2016 2016
DOI: 10.1007/s00259-016-3484-4
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Sanders16-EOD.pdf
BibTeX: Download - Aichert A., Breininger K., Köhler T., Maier A.:
Efficient Epipolar Consistency
4th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany)
In: Proceedings of the 4th CT Meeting 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Aichert16-EEC.pdf
BibTeX: Download - Unberath M., Achenbach S., Fahrig R., Maier A.:
Exhaustive Graph Cut-based Vasculature Reconstruction
International Symposium on Biomedical Imaging (Prague, CZ, April 13, 2016 - April 16, 2016)
In: Proceedings of the ISBI 2016
DOI: 10.1109/ISBI.2016.7493468
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Unberath16-EGC.pdf
BibTeX: Download - Wetzl J., Schroeder L., Forman C., Lugauer F., Rehner R., Fenchel M., Maier A., Hornegger J., Speier P.:
Feasibility Study: Free-Breathing 3-D CINE Imaging with Respiratory Gating Based on Pilot Tone Navigation
24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wetzl16-FSF.pdf
BibTeX: Download - Moiz A., Fahrig R., Spahn M., Choi JH., Köster N., Reitz S., Hinshaw W., Pung L., Moore T., Maier A., Müller K.:
First in-vivo Experiments with Large field-of-view Flat Panel Photon-Counting Detector
Fourth international conference on image formation in x-ray computed tomography (Bamberg, Germany)
In: Proceedings of the fourth international conference on image formation in x-ray computed tomography 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Ahmad16-FIE.pdf
BibTeX: Download - Wetzl J., Lugauer F., Schmidt M., Maier A., Hornegger J., Forman C.:
Free-Breathing, Self-Navigated Isotropic 3-D CINE Imaging of the Whole Heart Using Cartesian Sampling
24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wetzl16-FSI.pdf
BibTeX: Download - Zhong X., Hoffmann M., Strobel N., Maier A.:
Improved Semi-Automatic Basket Catheter Reconstruction from two X-Ray Views
Workshop Bildverarbeitung für die Medizin (Charité - Universitätsmedizin Berlin)
In: Bildverarbeitung für die Medizin 2016 2016
DOI: 10.1007/978-3-662-49465-3_7
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Zhong16-ISB.pdf
BibTeX: Download - Lugauer F., Nickel D., Kannengiesser SAR., Barnes S., Holshouser B., Wetzl J., Hornegger J., Maier A.:
Improving Parameter Mapping in MRI Relaxometry and Multi-Echo Dixon Using an Automated Spectral Denoising
24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Lugauer16-IPM.pdf
BibTeX: Download - Unberath M., Aichert A., Achenbach S., Maier A.:
Improving Segmentation Quality in Rotational Angiography Using Epipolar Consistency
MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (Athens, Greece)
In: Proceedings of MICCAI CVII-STENT 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Unberath16-ISQ.pdf
BibTeX: Download - Choi JH., McWalter E., Datta S., Müller K., Maier A., Gold G., Levenstone M., Fahrig R.:
In Vivo 3D Measurement of Time-dependent Human Knee Joint Compression and Cartilage Strain During Static Weight-Bearing
ORS 2016 Annual Meeting (Orlando, FL, USA)
In: ORS 2016 Annual Meeting 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Choi06-IV3.pdf
BibTeX: Download - Wetzl J., Stalder AF., Schmidt M., Akgök YH., Tillmanns C., Lugauer F., Forman C., Hornegger J., Maier A.:
Joint Estimation of Cardiac Motion and T1* Maps for Magnetic Resonance Late Gadolinium Enhancement Imaging
Medical Image Computing and Computer-Assisted Intervention MICCAI 2016 (Athens, Greece)
In: Lecture Notes in Computer Science 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wetzl16-JEO.pdf
BibTeX: Download - Haase V., Taubmann O., Huang Y., Krings G., Lauritsch G., Maier A., Mertins A.:
Make the Most of Time: Temporal Extension of the iTV Algorithm for 4D Cardiac C-Arm CT
Bildverarbeitung für die Medizin 2016 (Berlin)
In: Bildverarbeitung für die Medizin 2016, Berlin Heidelberg: 2016
DOI: 10.1007/978-3-662-49465-3_31
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Haase16-MTM.pdf
BibTeX: Download - Unberath M., Goppert E., Taubmann O., Maier A.:
Mitigating Medialness Responses from Non-tubular Structures Using Entropy
Computer Assisted Radiology and Surgery (CARS) 2016 (Heidelberg)
In: Computer Assisted Radiology and Surgery (CARS) 2016: Proceedings of the 30th Congress and Exhibition 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Unberath16-MMR.pdf
BibTeX: Download - Bier B., Berger M., Maier J., Unberath M., Hsieh S., Bonaretti S., Fahrig R., Levenston M., Gold G., Maier A.:
Object Removal in Gradient Domain of Cone-Beam CT Projections
IEEE Nuclear Science Symposuim & Medical Imaging Conference (NSS/MIC) (Straßburg, October 29, 2016 - November 5, 2016)
In: 2016 IEEE Nuclear Science Symposuim & Medical Imaging Conference Record 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Bier16-ORI.pdf
BibTeX: Download - Choi JH., Müller K., Hsieh S., Maier A., Gold G., Levenstone M., Fahrig R.:
Over-exposure correction in knee cone-beam CT imaging with automatic exposure control using a partial low dose scan
Medical Imaging 2016: Physics of Medical Imaging (San Diego, CA, USA)
In: Medical Imaging 2016: Physics of Medical Imaging, SPIE: 2016
DOI: 10.1117/12.2217347
BibTeX: Download - Guo Z., Noo F., Maier A., Lauritsch G.:
Properties of the ellipse-line-ellipse trajectory with asymmetrical variations
Medical Imaging 2016: Physics of Medical Imaging (San Diego, CA)
In: Medical Imaging 2016: Physics of Medical Imaging, SPIE: 2016
DOI: 10.1117/12.2217187
BibTeX: Download - Kuhnert N., Barth K., Maass N., Maier A.:
Reduction of Metal Artifacts using a New Segmentation Approach
Bildverarbeitung für die Medizin
BibTeX: Download - Hoffmann M., Strobel N., Maier A.:
Registration of Atrium Models to C-arm X-ray Images Based on Devices Inside the Coronary Sinus and the Esophagus
Workshop Bildverarbeitung für die Medizin (Berlin)
In: Bildverarbeitung für die Medizin 2016 2016
DOI: 10.1007/978-3-662-49465-3_17
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Hoffmann16-ROA.pdf
BibTeX: Download - Bier B., Müller K., Berger M., Choi JH., Ritschl L., Kachelriess M., Fahrig R., Maier A.:
Scatter Correction for C-Arm CT Using Primary Modulation
CT-Meeting 2016 (Bamberg)
In: Proceedings of the 4th International Conference on Image Formation in X-ray Computed Tomography 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Bier16-SCF.pdf
BibTeX: Download - Jäger A., Beck T., Maier A.:
Sub-volume motion detection to speed up image-based navigators and prospective motion correction
24th Annual Meeting of the International Society for Magnetic Resonance in Medicine (Singapore)
In: 24th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Concord, CA, USA: 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Jager16-SMD.pdf
BibTeX: Download - Köhler T., Heinrich A., Maier A., Hornegger J., Tornow RP.:
Super-Resolved Retinal Image Mosaicing
International Symposium on Biomedical Imaging (ISBI)) (Prague, Czech Republic, April 13, 2016 - April 16, 2016)
In: 2016 IEEE 13th International Symposium on Biomedical Imaging 2016
DOI: 10.1109/ISBI.2016.7493449
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Kohler16-SRI.pdf
BibTeX: Download - Müller K., Moiz A., Spahn M., Choi JH., Reitz S., Köster N., Lu Y., Fahrig R., Maier A.:
Towards Material Decomposition on Large Field-of-View Flat Panel Photon-Counting Detectors - First in-vivo Results
Fourth international conference on image formation in x-ray computed tomography (Bamberg, Germany)
In: Proceedings of the fourth international conference on image formation in x-ray computed tomography 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Muller16-TMD.pdf
BibTeX: Download - Schroeder L., Wetzl J., Maier A., Rehner R., Fenchel M., Speier P.:
Two-Dimensional Respiratory-Motion Characterization for Continuous MR Measurements Using Pilot Tone Navigation
24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schroeder16-TRC.pdf
BibTeX: Download - Hofmann S., Gropp M., Bernecker D., Pollin C., Maier A., Christlein V.:
Vesselness for Text Detection in Historical Document Images
2016 IEEE International Conference on Image Processing (ICIP) (Phoenix, USA, September 25, 2016 - September 28, 2016)
In: 2016 IEEE International Conference on Image Processing (ICIP) 2016
DOI: 10.1109/ICIP.2016.7532962
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Hofmann16-VFT.pdf
BibTeX: Download - Unberath M., Aichert A., Achenbach S., Maier A.:
Virtual Single-frame Subtraction Imaging
4th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg)
In: Proceedings of the 4th CT Meeting 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Unberath16-VSS.pdf
BibTeX: Download - Wu M., Dunnmon J., Xia Y., Hinshaw W., Pelc N., Maier A., Fahrig R., Ihme M.:
X-ray Computed Tomography of Flame Structure in Porous Media Burners
The 4th International Meeting on Image Formation in X-Ray Computed Tomography (Bamberg, Germany)
In: Proceedings of CT Meeting 2016 2016
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wu16-XCT.pdf
BibTeX: Download
2015
Journal Articles
- Gaffling S., Daum V., Steidl S., Maier A., Köstler H., Hornegger J.:
A Gauss-Seidel Iteration Scheme for Reference-Free 3-D Histological Image Reconstruction
In: IEEE Transactions on Medical Imaging 34/2015 (2015), p. 1-17
ISSN: 0278-0062
DOI: 10.1109/TMI.2014.2361784
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Gaffling15-AGI.pdf
BibTeX: Download - Merklein M., Maier A., Kinnstätter D., Jaremenko C., Affronti E.:
A new approach to the evaluation of forming limits in sheet metal forming
In: Key Engineering Materials 639 (2015), p. 333-338
ISSN: 1013-9826
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Merklein15-ANA.pdf
BibTeX: Download - Yu Z., Maier A., Lauritsch G., Vogt F., Schönborn M., Köhler C., Hornegger J., Noo F.:
Axially Extended-Volume C-Arm CT Using a Reverse Helical Trajectory in the Interventional Room
In: IEEE Transactions on Medical Imaging 1 (2015), p. 203-215
ISSN: 0278-0062
DOI: 10.1109/TMI.2014.2350986
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Yu15-AEC.pdf
BibTeX: Download - Herbst M., Schebesch F., Berger M., Choi JH., Fahrig R., Hornegger J., Maier A.:
Dynamic detector offsets for field of view extension in C-arm computed tomography with application to weight-bearing imaging
In: Medical Physics 42 (2015), p. 2718-2729
ISSN: 0094-2405
DOI: 10.1118/1.4915542
BibTeX: Download - Hoffmann M., Brost A., Koch M., Bourier F., Maier A., Kurzidim K., Strobel N., Hornegger J.:
Electrophysiology Catheter Detection and Reconstruction from Two Views in Fluoroscopic Images
In: IEEE Transactions on Medical Imaging PP (2015), p. 1-13
ISSN: 0278-0062
DOI: 10.1109/TMI.2015.2482539
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Hoffmann15-ECD.pdf
BibTeX: Download - Aichert A., Berger M., Wang J., Maass N., Dörfler A., Hornegger J., Maier A.:
Epipolar Consistency in Transmission Imaging
In: IEEE Transactions on Medical Imaging 34 (2015), p. 1-15
ISSN: 0278-0062
DOI: 10.1109/TMI.2015.2426417
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Aichert15-ECI.pdf
BibTeX: Download - Hutter J., Schmitt P., Saake M., Stübinger A., Grimm R., Forman C., Greiser A., Hornegger J., Maier A.:
Multi-Dimensional Flow-Preserving Compressed Sensing (MuFloCoS) for Time-Resolved Velocity-Encoded Phase Contrast MRI
In: IEEE Transactions on Medical Imaging 34 (2015), p. 400-414
ISSN: 0278-0062
DOI: 10.1109/TMI.2014.2359238
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Hutter15-MFC.pdf
BibTeX: Download - Xia Y., Bauer S., Maier A., Berger M., Hornegger J.:
Patient-bounded extrapolation using low-dose priors for volume-of-interest imaging in C-arm CT
In: Medical Physics 42 (2015), p. 1787-1796
ISSN: 0094-2405
DOI: 10.1118/1.4914135
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Xia15-PEU.pdf
BibTeX: Download - Chintalapani G., Maier A., Chinnadurai P., Xia Y., Bauer S., Shaltomi H., Morsi H., Mawad M.:
The Added Value of Volume-of-Interest C-Arm CT Imaging during Endovascular Treatment of Intracranial Aneurysms
In: American Journal of Neuroradiology 2015 (2015), p. 1
ISSN: 0195-6108
DOI: 10.3174/ajnr.A4605
URL: http://www.ajnr.org/content/early/2015/12/10/ajnr.A4605.abstract
BibTeX: Download
Book Contributions
- Maier A., Fahrig R.:
GPU Denoising for Computed Tomography
In: Graphics Processing Unit-Based High Performance Computing in Radiation Therapy, Boca Raton, Florida, USA: CRC Press, 2015, p. 113128
ISBN: 978-1-4822-4478-6
DOI: 10.1201/b18968-9
URL: http://www.crcnetbase.com/doi/10.1201/b18968-9
BibTeX: Download
Conference Contributions
- Lugauer F., Nickel D., Wetzl J., Kannengiesser SAR., Maier A., Hornegger J.:
Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging
In: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II 2015
DOI: 10.1007/978-3-319-24571-3_80
BibTeX: Download - Toth D., Pfister M., Maier A., Kowarschik M., Hornegger J.:
Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm Repair
In: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I 2015
DOI: 10.1007/978-3-319-24553-9_42
BibTeX: Download - Bögel M., Hölter P., Redel T., Maier A., Hornegger J., Dörfler A.:
A fully-automatic locally adaptive thresholding algorithm for blood vessel segmentation in 3D digital subtraction angiography
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (Milan, ITA, August 25, 2015 - August 29, 2015)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2015
DOI: 10.1109/EMBC.2015.7318779
BibTeX: Download - Hu S., Maier A., Hornegger J., Bayer F., Weber T., Anton G., Riess C.:
A 3-D Scattering Model for Orientation-dependent X-ray Dark-field Imaging
Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine
In: Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Hu15-A3S.pdf
BibTeX: Download - Amrehn M., Maier A., Dennerlein F., Hornegger J.:
Portability of TV-Regularized Reconstruction Parameters to Varying Data Sets
Bildverarbeitung für die Medizin 2015 (Lübeck, March 15, 2015 - March 17, 2015)
In: Bildverarbeitung für die Medizin 2015, Berlin Heidelberg: 2015
DOI: 10.1007/978-3-662-46224-9
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Amrehn15-POT.pdf
BibTeX: Download - Berger M., Müller K., Choi JH., Aichert A., Maier A., Fahrig R.:
2D/3D Registration for Motion Compensated Reconstruction in Cone-Beam CT of Knees Under Weight-Bearing Condition
World Congress on Medical Physics and Biomedical Engineering (Toronto, Canada)
In: IFMBE Proceedings 2015
DOI: 10.1007/978-3-319-19387-8
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Berger15-2RF.pdf
BibTeX: Download - Hu S., Riess C., Hornegger J., Fischer P., Bayer F., Weber T., Anton G., Maier A.:
3D Tensor Reconstruction in X-Ray Dark-Field Tomography: The First Phantom Result
Workshops on Image Processing for Medicine (Lübeck, March 17, 2015 - March 17, 2015)
In: Bildverarbeitung für die Medizin 2015 2015
DOI: 10.1007/978-3-662-46224-9_84
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Hu15-3TR.pdf
BibTeX: Download - Endres J., Rohkohl C., Schafer S., Royalty K., Maier A., Kowarschik M., Hornegger J.:
4D DSA Iterative Reconstruction
13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Newport, RI)
In: Proceedings of the Fully3D 2015
BibTeX: Download - Wu M., Maier A., Yang Q., Fahrig R.:
A Novel Filtered Backprojection-Based Algorithm for Sparse View CT Image Reconstruction
The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (New Port, Rhode Island, US)
In: The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Wu15-ANF.pdf
BibTeX: Download - Wu M., Yang Q., Maier A., Fahrig R.:
Approximate path seeking for statistical iterative reconstruction
Medical Imaging 2015: Physics of Medical Imaging (Orlando, FL, USA, February 22, 2015 - February 25, 2015)
In: Christoph Hoeschen, Despina Kontos, Christoph Hoeschen (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2015
DOI: 10.1117/12.2081442
BibTeX: Download - Choi JH., McWalter E., Datta S., Müller K., Maier A., Levenstone M., Gold G., Fahrig R.:
A Preliminary Investigation of In Vivo Time-dependent 3D Morphology of Articular Cartilage of the Tibiofemoral Joint
ISMRM Workshop on Imaging Based Measures of Osteoarthritis (Pacific Grove, CA, USA)
In: ISMRM Workshop on Imaging Based Measures of Osteoarthritis, Pacific Grove, CA, USA: 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Choi15-API.pdf
BibTeX: Download - Fischer P., Pohl T., Köhler T., Maier A., Hornegger J.:
A Robust Probabilistic Model for Motion Layer Separation in X-Ray Fluoroscopy
Information Processing in Medical Imaging (Isle of Skye, Scotland)
In: 24th International Conference on Information Processing in Medical Imaging, IPMI 2015, Berlin: 2015
DOI: 10.1007/978-3-319-19992-4_22
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Fischer15-RPM.pdf
BibTeX: Download - Köhler T., Jordan JM., Maier A., Hornegger J.:
A Unified Bayesian Approach to Multi-Frame Super-Resolution and Single-Image Upsampling in Multi-Sensor Imaging
26th British Machine Vision Conference (BMVC 2015) (Swansea, Wales)
In: Proceedings of the British Machine Vision Conference (BMVC), Swansea, Wales: 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Koehler15-AUB.pdf
BibTeX: Download - Reiml S., Pfister M., Toth D., Maier A., Hoffmann M., Kowarschik M., Hornegger J.:
Automatic Detection of Stent Graft Markers in 2-D Fluoroscopy Images
Joint MICCAI workshop on Computing and Visualisation for Intravascular Imaging and Computer-Assisted Stenting (München)
In: Joint MICCAI workshop on Computing and Visualisation for Intravascular Imaging and Computer-Assisted Stenting 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Reiml15-ADO.pdf
BibTeX: Download - Müller K., Berger M., Choi JH., Maier A., Fahrig R.:
Automatic Motion Estimation and Compensation Framework forWeight-bearing C-arm CT scans using Fiducial Markers
World Congress on Medical Physics and Biomedical Engineering, June 7-12, 2015, Toronto, Canada (Toronto, Canada)
In: IFMBE Proceedings 2015
DOI: 10.1007/978-3-319-19387-8
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Mueller15-AME.pdf
BibTeX: Download - Bier B., Mualla F., Steidl S., Bohr C., Neumann H., Maier A., Hornegger J.:
Band-Pass Filter Design by Segmentation in Frequency Domain for Detection of Epithelial Cells in Endomicroscope Images
Bildverarbeitung für die Medizin 2015 - Algorithmen, Systeme, Anwendungen (Lübeck, March 15, 2015 - March 17, 2015)
In: Bildverarbeitung für die Medizin 2015 - Algorithmen, Systeme, Anwendungen, Berlin Heidelberg: 2015
DOI: 10.1007/978-3-662-46224-9_71
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Bier15-BFD.pdf
BibTeX: Download - Köhler T., Maier A., Christlein V.:
Binarization Driven Blind Deconvolution for Document Image Restoration
37th German Conference on Pattern Recognition, GCPR 2015 (RWTH Aachen)
In: Pattern Recognition 2015
DOI: 10.1007/978-3-319-24947-6_8
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Köhler15-BDB.pdf
BibTeX: Download - Jaremenko C., Maier A., Steidl S., Hornegger J., Oetter N., Knipfer C., Stelzle F., Neumann H.:
Classification of Confocal Laser Endomicroscopic Images of the Oral Cavity to Distinguish Pathological from Healthy Tissue
Bildverarbeitung für die Medizin 2015 (Lübeck, March 15, 2015 - March 17, 2015)
In: Bildverarbeitung für die Medizin 2015, Berlin Heidelberg: 2015
DOI: 10.1007/978-3-662-46224-9
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Jaremenko15-COC.pdf
BibTeX: Download - Unberath M., Maier A., Fleischmann D., Hornegger J., Fahrig R.:
Comparative Evaluation of Two Registration-based Segmentation Algorithms: Application to Whole Heart Segmentation in CT
11th German-Russian Conference on Biomedical Engineering (Aachen, Germany)
In: Proceedings of the GRC 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Unberath15-CEO.pdf
BibTeX: Download - Maier A., Kugler P., Lauritsch G., Hornegger J.:
Discrete Estimation of Data Completeness for 3D Scan Trajectories with Detector Offset
Bildverarbeitung für die Medizin 2015 (Lübeck)
In: Bildverarbeitung für die Medizin 2015, Berlin, Heidelberg: 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Maier15-DEO.pdf
BibTeX: Download - Aichert A., Wang J., Schaffert R., Dörfler A., Hornegger J., Maier A.:
Epipolar Consistency in Fluoroscopy for Image-Based Tracking
26th British Machine Vision Conference (BMVC 2015) (Swansea, UK)
In: Proceedings of the British Machine Vision Conference 2015, Swansea, UK: 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Aichert15-ECI.pdf
BibTeX: Download - Taubmann O., Lauritsch G., Maier A., Fahrig R., Hornegger J.:
Estimate, Compensate, Iterate: Joint Motion Estimation and Compensation in 4-D Cardiac C-arm Computed Tomography
Medical Image Computing and Computer-Assisted Intervention MICCAI 2015 (Munich, Germany)
In: Medical Image Computing and Computer-Assisted Intervention MICCAI 2015, Berlin: 2015
DOI: 10.1007/978-3-319-24571-3_69
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Taubmann15-ECI.pdf
BibTeX: Download - Schönke D., Lietzmann F., Maier A., Schad LR.:
Evaluation of geometry and size dependence for a polynomial water precorrection approach in C-arm computed tomography
European Congress of Radiology (Vienna, Austria)
In: ECR 2015 Book of Abstracts - C - Scientific and Educational Exhibits, Berlin, Heidelberg: 2015
DOI: 10.1594/ecr2015/C-1951
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Schoenke15-EOG.pdf
BibTeX: Download - Manhart M., Maier A., Hornegger J., Dörfler A.:
Fast Adaptive Regularization for Perfusion Parameter Computation
BVM 2015 (Lübeck)
In: Bildverarbeitung für die Medizin 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Manhart15-FAR.pdf
BibTeX: Download - Manhart M., Maier A., Hornegger J., Dörfler A.:
Fast adaptive regularization for perfusion parameter computation: Tuning the Tikhonov regularization parameter to the SNR by regression
Workshops on Image Processing for Medicine,2015:Algorthim-Systems-Applications (Lubeck, DEU, March 15, 2015 - March 17, 2015)
In: Thomas Martin Deserno, Thomas Tolxdorff, Heinz Handels, Hans-Peter Meinzer (ed.): Informatik aktuell 2015
DOI: 10.1007/978-3-662-46224-9_54
BibTeX: Download - Müller K., Berger M., Choi JH., Datta S., Gehrisch S., Moore T., Marks MP., Maier A., Fahrig R.:
Fully Automatic Head Motion Correction for Interventional C-arm Systems using Fiducial Markers
Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Newport, RI, USA)
In: Proceedings of the 13th Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Mueller15-FAH.pdf
BibTeX: Download - Grulich T., Holub W., Haßler U., Aichert A., Maier A.:
Geometric Adjustment of X-ray Tomosynthesis
The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Newport, Rhode Island, USA)
In: Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
BibTeX: Download - Unberath M., Choi JH., Berger M., Maier A., Fahrig R.:
Image-based Compensation for Involuntary Motion in Weight-bearing C-arm Cone-beam CT Scanning of Knees
SPIE Medical Imaging 2015 (Orlando, FL, February 24, 2015 - February 26, 2015)
In: Proc. SPIE Medical Imaging 2015 2015
DOI: 10.1117/12.2081559
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Unberath15-ICF.pdf
BibTeX: Download - Wu M., Maier A., Yang Q., Fahrig R.:
Improve Path Seeking Accuracy for Iterative Reconstruction Using the Karush-Kuhn-Tucker Conditions
The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (New Port, Rhode Island, US)
In: The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Wu15-IPS.pdf
BibTeX: Download - Oppelt M., Sanders JC., Maier A.:
Investigation of Single Photon Emission Computed Tomography Acquired on Helical Trajectories
BVM 2015 (Lübeck, March 15, 2015 - March 17, 2015)
In: Bildverarbeitung für die Medizin 2015
DOI: 10.1007/978-3-662-46224-9_86
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Oppelt15-IOS.pdf
BibTeX: Download - Wetzl J., Schmidt M., Zenge MO., Lugauer F., Lazar L., Nadar M., Maier A., Hornegger J., Forman C.:
Isotropic 3-D CINE Imaging with Sub-2mm Resolution in a Single Breath-Hold
23rd Annual Meeting of the ISMRM (ISMRM 2015) (Toronto, Canada)
In: Proceedings of the 23rd Annual Meeting of the ISMRM (ISMRM 2015) 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Wetzl15-I3C.pdf
BibTeX: Download - Taubmann O., Lauritsch G., Maier A., Fahrig R., Hornegger J.:
Keeping the Pace: Heart Rate Informed 3-D Motion Detection for Adaptive Temporal Smoothing
13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Newport, Rhode Island, USA)
In: Proceedings of the 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Taubmann15-KTP.pdf
BibTeX: Download - Fischer P., Pohl T., Maier A., Hornegger J.:
Markov Random Field-based Layer Separation for Simulated X-Ray Image Sequences
Bildverarbeitung für die Medizin (Lübeck)
In: Bildverarbeitung für die Medizin 2015, Berlin Heidelberg: 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Fischer15-MRF.pdf
BibTeX: Download - Christlein V., Bernecker D., Maier A., Angelopoulou E.:
Offline Writer Identification Using Convolutional Neural Network Activation Features
German Conference on Pattern Recognition (Aachen, October 7, 2015 - October 10, 2015)
In: Pattern Recognition, Berlin: 2015
DOI: 10.1007/978-3-319-24947-6_45
URL: https://www5.cs.fau.de/research/areas/computer-vision/writer-identification/offline-writer-identification-using-convolutional-neural-network-activation-features/
BibTeX: Download - Unberath M., Maier A., Fleischmann D., Hornegger J., Fahrig R.:
Open-source 4D Statistical Shape Model of the Heart for X-ray Projection Imaging
Biomedical Imaging, 2015 IEEE 12th International Symposium on (Brooklyn, NY, April 16, 2015 - April 19, 2015)
In: Proceedings of the ISBI 2015
DOI: 10.1109/ISBI.2015.7163978
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Unberath15-O4S.pdf
BibTeX: Download - Preuhs A., Berger M., Xia Y., Maier A., Hornegger J., Fahrig R.:
Over-Exposure Correction in CT Using Optimization-Based Multiple Cylinder Fitting
Bildverarbeitung für die Medizin 2015 (Lübeck)
In: Bildverarbeitung für die Medizin 2015 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Preuhs15-OCI.pdf
BibTeX: Download - Wetzl J., Forman C., Maier A., Hornegger J., Zenge MO.:
Prediction of the Benefit of Motion-Compensated Reconstruction for Whole-Heart Coronary MRI
23rd Annual Meeting of the ISMRM (ISMRM 2015) (Toronto, Canada)
In: Proceedings of the 23rd Annual Meeting of the ISMRM (ISMRM 2015) 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Wetzl15-POT.pdf
BibTeX: Download - Lorch B., Berger M., Hornegger J., Maier A.:
Projection and Reconstruction-Based Noise Filtering Methods in Cone Beam CT
Bildverarbeitung für die Medizin 2015 (Lübeck)
In: Bildverarbeitung für die Medizin 2015 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Lorch15-PAR.pdf
BibTeX: Download - Lu Y., Manhart M., Taubmann O., Zobel T., Yang Q., Choi JH., Wu M., Dörfler A., Fahrig R., Ren Q., Hornegger J., Maier A.:
Projection-Based Denoising Method for Photon-Counting Energy-Resolving Detectors
Bildverarbeitung für die Medizin 2015 (Lübeck, Germany, March 15, 2015 - March 17, 2015)
In: Bildverarbeitung für die Medizin 2015, Lübeck: 2015
DOI: 10.1007/978-3-662-46224-9_25
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Lu15-PDM.pdf
BibTeX: Download - Lu Y., Geret J., Unberath M., Manhart M., Ren Q., Fahrig R., Hornegger J., Maier A.:
Projection-based Material Decomposition by Machine Learning using Image-based Features for Computed Tomography
Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Newport, Rhode Island, USA)
In: The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Lu15-PMD.pdf
BibTeX: Download - Sindel A., Bögel M., Maier A., Fahrig R., Hornegger J., Dörfler A.:
Respiratory Motion Compensation for C-arm CT Liver Imaging
Workshop Bildverarbeitung für die Medizin 2015 (Lübeck)
In: Bildverarbeitung für die Medizin 2015 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Sindel15-RMC.pdf
BibTeX: Download - Zhong X., Hoffmann M., Strobel N., Maier A.:
Semi-Automatic Basket Catheter Reconstruction from Two X-Ray Views
37th German Conference on Pattern Recognition (GCPR 2015) (Aachen, October 7, 2015 - October 10, 2015)
In: Pattern Recognition, Berlin: 2015
DOI: 10.1007/978-3-319-24947-6_31
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Zhong15-SBC.pdf
BibTeX: Download - Taubmann O., Wetzl J., Lauritsch G., Maier A., Hornegger J.:
Sharp as a Tack: Measuring and Comparing Edge Sharpness in Motion-Compensated Medical Image Reconstruction
Bildverarbeitung für die Medizin 2015 (Lübeck)
In: Bildverarbeitung für die Medizin 2015, Berlin Heidelberg: 2015
DOI: 10.1007/978-3-662-46224-9_73
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Taubmann15-SAA.pdf
BibTeX: Download - Fischer P., Pohl T., Maier A., Hornegger J.:
Surrogate-Driven Estimation of Respiratory Motion and Layers in X-Ray Fluoroscopy
International Conference on Medical Image Computing and Computer-Assisted Intervention (München)
In: Medical Image Computing and Computer-Assisted Intervention MICCAI 2015, Berlin: 2015
DOI: 10.1007/978-3-319-24553-9_35
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Fischer15-SEO.pdf
BibTeX: Download - Unberath M., Mentl K., Taubmann O., Achenbach S., Fahrig R., Hornegger J., Maier A.:
Torsional Heart Motion in Cone-beam Computed Tomography Reconstruction
13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Newport, RI)
In: Proceedings of the Fully3D 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Unberath15-THM.pdf
BibTeX: Download - Kästner T., Hornegger J., Maier A., Xia Y., Bauer S.:
Truncation Robust C-Arm CT Reconstruction for Dynamic Collimation Acquisition Schemes
Bildverarbeitung für die Medizin 2015 (Lübeck)
In: Proceedings in Bildverarbeitung für die Medizin 2015 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Kaestner15-TRC.pdf
BibTeX: Download