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Lehrstuhl für Informatik 5 (Mustererkennung)
Martensstr. 3
91058 Erlangen
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2018
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2018 (272 Publications, Talks and Patents)
Dissertations
Monographs
Technical Tools for the Analysis of High Medieval Papal Charters
Böhlau Verlag GmbH & Cie Papstgeschichte im Digitalen Zeitalter. Neue Zugangsweisen zu einer Kulturgeschichte Europas, 2018
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Ultrasound
Springer Cham, 2018
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Computed Tomography
Springer Cham, 2018
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Emission Tomography
Springer Cham, 2018
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Endoscopy
Springer Cham, 2018
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Image Processing
Springer Cham, 2018
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Introduction
Springer Cham, 2018
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Magnetic Resonance Imaging
Springer Cham, 2018
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Microscopy
Springer Cham, 2018
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Optical Coherence Tomography
Springer Cham, 2018
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System Theory
Springer Cham, 2018
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Ultrasound
Springer Cham, 2018
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X-ray Imaging
Springer Cham, 2018
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X-ray Phase Contrast: Research on a Future Imaging Modality
Springer Cham, 2018
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Conference Proceedings (Ed.)
Medical Imaging Systems
Lecture Notes in Computer Science book series (LNCS), vol. 11111, Springer, 2018
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Monographs (article)
Microscopy
Medical Imaging Systems: An Introductory Guide Lecture Notes in Computer Science book series (LNCS), Springer Cham, 2018, 69-90
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Preface: Intelligent & Autonomous Enterprise
Digital Marketplaces Unleashed, Springer Berlin, Heidelberg, 2018
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Technical Tools for the Analysis of High Medieval Papal Charters
Papstgeschichte im Digitalen Zeitalter. Neue Zugangsweisen zu einer Kulturgeschichte Europas, Böhlau Verlag GmbH & Cie Wien, 2018, 45-53
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Automatic Detection of Illuminated Charters
Illuminierte Urkunden. Beiträge aus Diplomatik, Kunstgeschichte und Digital Humanities/Illuminated Charters. Essays from Diplomatic, Art History and Digital Humanities Beihefte zum Archiv für Diplomatik, Schriftgeschichte, Siegel- und Wappenkunde, Boehlau Verlag GmbH & Cie Koeln, 2018, 45-51
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Medical Imaging Systems Lecture Notes in Computer Science book series (LNCS), Springer Erlangen, 2018, 191-205
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Medical Imaging Systems Lecture Notes in Computer Science book series (LNCS, Springer Erlangen, 2018, 7-12
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Medical Imaging Systems Lecture Notes in Computer Science (LNCS), Springer Cham, 2018, 147-189
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Ultrasound
Medical Imaging Systems: An Introductory Guide, Springer Cham, 2018, 237-249
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Journal Articles
IEEE Transactions on Medical Imaging, vol. 37, no. 6, pp. 1454-1463, 2018
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IEEE Transactions on Medical Imaging, vol. 37, no. 1, pp. 47-60, 2018
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Scientific Reports, vol. 8, no. 1, pp. 15335, 2018
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Machine Vision and Applications, vol. 29, no. 2, pp. 313-327, 2018
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Range Imaging for Motion Compensation in C-Arm Cone-Beam CT of Knees under Weight-Bearing Conditions
Journal of Imaging, vol. 4, no. 1, pp. 1-16, 2018
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Scientific Reports, vol. 8, pp. 2325, 2018
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Magnetic Resonance Materials in Physics, Biology and Medicine, pp. 1-16, 2018
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Collinearity and Sample Coverage Issues in the Objective Measurement of Vocal Quality: The Case of Roughness and Breathiness
Journal of Speech, Language, and Hearing Research, vol. 61, no. 1, pp. 1-24, 2018
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Computerized Medical Imaging and Graphics, vol. 66, pp. 82-89, 2018
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IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 6, pp. 942-946, 2018
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Analyzing relative blood flow speeds in choroidal neovascularization using variable interscan time analysis OCT angiography
Ophthalmology Retina, vol. 2, no. 4, pp. 306-319, 2018
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Journal of Imaging, vol. 4, no. 11, pp. 1-17, 2018
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A Survey of Sensors in Healthcare Workflow Monitoring
ACM Computing Surveys, vol. 51, no. 2, pp. 42:1-42:37, 2018
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Classification With Truncated l1 Distance Kernel
IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 5, pp. 2025-2030, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 6, pp. 777-786, 2018
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IEEE Transactions on Radiation and Plasma Medical Sciences, vol. 1, no. 1, pp. 1-1, 2018
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Ein klinisch anwendbares Neuronales Netzwerk zur Klassifikation suspekter Läsionen in der Mamma-MRT
Fortschr Röntgenstr, vol. 190, pp. WISS 401.2, 2018
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Medical Image Analysis, vol. 48, pp. 131-146, 2018
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Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions
Speech Communication, vol. 101/2018, no. 101, pp. 11-25, 2018
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NeuroSpeech: An open-source software for Parkinson's speech analysis
Digital Signal Processing, vol. 77, pp. 207-221, 2018
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Applied Soft Computing, vol. 62, pp. 649-666, 2018
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Applied Soft Computing, vol. 62, pp. 649-666, 2018
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Speech Communication, vol. 101, pp. 11-25, 2018
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International Journal of Computer Assisted Radiology and Surgery, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 8, pp. 1159-1167, 2018
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Journal of Communication Disorders, vol. 76, pp. 21-36, 2018
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Journal of Communication Disorders, vol. 76, pp. 21-36, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 8/2018, no. 8, pp. 1-9, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 8/2018, no. 8, pp. 1-9, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 8, pp. 1141-1149, 2018
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Medical Physics, vol. 2018, no. 45(10), pp. 4541-4557, 2018
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Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair
International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 8, pp. 1221–1231, 2018
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Materials, vol. 11, no. 9, 2018
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Materials, vol. 11, no. 10, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 10, pp. 1-9, 2018
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Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 1, no. 1, pp. 1-14, 2018
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Towards Intelligent Robust Detection of Anatomical Structures in Incomplete Volumetric Data
Medical Image Analysis, vol. 1, no. 48, pp. 203-213, 2018
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International Journal of Computer Assisted Radiology and Surgery, vol. 14, no. 1, pp. 3-10, 2018
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Material Decomposition Using Ensemble Learning for Spectral X-ray Imaging
IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, vol. 2, no. 3, pp. 194-204, 2018
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Biomedical Engineering Online, vol. 17, no. 1, pp. 125, 2018
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Biomedical Engineering Online, vol. 17, no. 1, pp. 187, 2018
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Articles in Conference Proceedings
Bildverarbeitung für die Medizin 2018. Informatik aktuell. (Bildverarbeitung für die Medizin 2018), Erlangen, Germany, 11.03.2018, pp. 328-333, 2018, ISBN 978-3-662-56536-0
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Bildverarbeitung für die Medizin 2018. Informatik aktuell (Bildverarbeitung für die Medizin 2018), Erlangen, Germany, 11.03.2018, vol. 1, pp. 245-250, 2018, ISBN 978-3-662-56536-0
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2018 13th IAPR Workshop on Document Analysis Systems (DAS) (13th IAPR Workshop on Document Analysis Systems (DAS)), Wien, Austria, 24. - 27.04.2018, pp. 55-60, 2018
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Image Analysis and Recognition (15th International Conference on Image Analysis and Recognition), Póvoa de Varzim, Portugal, 27-29.06.2018, pp. 812-819, 2018, ISBN 978-3-319-93000-8
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Pattern Recognition, 40th German Conference (GCPR 2018), Stuttgart, 10.-12.10.2018, pp. 1-12, 2018
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Informatik-Aktuell (Bildverarbeitung für die Medizin 2018), Erlangen, 11.-13.03.2018, pp. 269-274, 2018, ISBN 978-3-662-56537-7
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Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 2: BIOIMAGING (BIOIMAGING 2018), Funchal, Madeira, Portugal, 20.01.2018, vol. 2, pp. 27-34, 2018, ISBN 978-989-758-278-3
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Bildverarbeitung für die Medizin 2018 (Algorithmen - Systeme - Anwendungen), Erlangen, 11.03.2018 - 13.03.2018, pp. 115-120, 2018
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Dose Reduction for Historical Books Digitization by 3-D X-Ray CT
Proceedings of 8th Conference on Industrial Computed Tomography (iCT 2018) (8th Conference on Industrial Computed Tomography (iCT) 2018), Wels, Austria, 06.02 - 09.02.2018, pp. 63-64, 2018
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Proceedings of the 8th Conference on Industrial Computed Tomography (iCT) 2018 (8th Conference on Industrial Computed Tomography (iCT) 2018), Wels, Austria, 6.-9.02.2018, pp. tbd, 2018
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Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen (Bildverarbeitung für die Medizin 2018), Erlangen, 13.03., pp. 309-314, 2018
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Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen (Bildverarbeitung für die Medizin 2018), Erlangen, 13.03., pp. 170-175, 2018
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Bildverarbeitung für die Medizin 2018 (Bildverarbeitung für die Medizin 2018 (BVM 2018)), Erlangen, 11. - 13.03.2018, pp. 263-268, 2018
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Towards a dual phase grating interferometer on clinical hardware
Proc.SPIE (Medical Imaging - Physics of Medical Imaging), Houston, 10. -15.02., vol. 10573, pp. 10573-10573-6, 2018
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Proceedings of the 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)), Las Vegas, USA, 06.03.2018, pp. 102-105, 2018
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Bildverarbeitung für die Medizin 2018 (Bildverarbeitung für die Medizin), Erlangen, Germany, 13.03, pp. 257-262, 2018
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Geometric modeling of the aortic inner and outer vessel wall from CTA for aortic dissection analysis
Proc. SPIE (Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling), Houston, TX, USA, 10--15.02.2018, pp. 10576, 2018
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Proc. SPIE (Medical Imaging 2018: Physics of Medical Imaging), Houston, 02.2018, pp. 105730G, 2018
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Bildverarbeitung für die Medizin 2018, Erlangen, 12.03.2018, pp. 163-168, 2018
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Bildverarbeitung für die Medizin 2018. Informatik aktuell (Bildverarbeitung für die Medizin 2018), Erlangen, 11.03.2018, vol. 1, pp. 86-91, 2018, ISBN 978-3-662-56536-0
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Informatik aktuell (Bildverarbeitung für die Medizin 2018), Erlangen, 11.03.-13.03.2018, pp. 380-380, 2018
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Bildverarbeitung für die Medizin 2018, Erlangen, 12.03.18, pp. 98-102, 2018, ISBN 3662565374
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Bildverarbeitung für die Medizin 2018, Erlangen, 11.03.2018, pp. 127-132, 2018
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Algorithmen – Systeme – Anwendungen (Bildverarbeitung für die Medizin 2018), Erlangen, Germany, 11-13.03.2018, pp. 222-227, 2018, ISBN 978-3-662-56537-7
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Informatik Aktuell (Bildverarbeitung für die Medizin), Erlangen, 12.03.2018, pp. 1-1, 2018
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Bildverarbeitung für die Medizin 2018, Erlangen, 11.03.2018-13.03.2018, pp. 341-346, 2018
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Bildverarbeitung für die Medizin 2018, Erlangen, 11.03.2018-13.03.2018, pp. 341-346, 2018
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Bildverarbeitung für die Medizin 2018 (BVM), Erlangen, 11.03.2018, pp. 210-215, 2018, ISBN 978-3-662-56536-0
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Informatik aktuell (Bildverarbeitung für die Medizin 2018), Erlangen, 12.03.2018, pp. 103-108, 2018
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Bildverarbeitung für die Medizin 2018. Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen (Bildverarbeitung für die Medizin 2018), Erlangen, 11.03.2018, pp. 228-233, 2018, ISBN 978-3-662-56536-0
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Markerless Coil Classification and Localization in a Routine MRI Examination Setting using an RGB-D Camera
Bildverarbeitung für die Medizin (Bildverarbeitung für die Medizin 2018), Erlangen, 12.03.2018, pp. 251-256, 2018
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Bildverarbeitung für die Medizin (Bildverarbeitung für die Medizin 2018), Erlangen, 12.03.2018, pp. 43-48, 2018
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OCT-OCTA Segmentation
Bildverarbeitung für die Medizin 2018, Erlangen, 12.03.2018, pp. 284-284, 2018, ISBN 978-3-662-56536-0
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Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen (Bildverarbeitung für die Medizin 2017), Erlangen, Bayern, Deutschland, 11.-13.03.2018, pp. 365-370, 2018, ISBN 978-3-662-56537-7
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Context-sensitive organspecific evaluation and analysis of dual energy computed tomography (DECT)
European Congress of Radiology (ECR), Vienna, Austria, February 28 – March 4, 2018, pp. 2018, 2018
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Organ-specific context-sensitive CT image reconstruction and display
Proc.SPIE (Medical Imaging 2018: Physics of Medical Imaging), Houston, US, 10-15 FEBRUARY 2018, pp. 10573-10573-7, 2018
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Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting), Salt Lake City, UT, USA, 20.-23.05.2018, pp. 119-122, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting), Salt Lake City, USA, 20.05.2018, pp. 202-205, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting)), Salt Lake City, USA, 20.05.2018, pp. 193-197, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting), Salt Lake City, USA, 20.05.2018, pp. 78-81, 2018
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On the Influence of Acquisition Angle and Slice Thickness on the in-plane Spatial Resolution of Calcifications in Digital Breast Tomosynthesis
Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting), Salt Lake City, USA, 20.05.2018, pp. 147-150, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting)), Salt Lake City, USA, 20.05.2018, pp. 356-359, 2018
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Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (the 5th International Conference on Image Formation in X-ray Computed Tomography), Salt Lake City, Utah, the USA, 20-23.05.2018, pp. 189-192, 2018
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Proceedings of the 21st International Conference on Medical Image Computing & Computer Assisted Intervention (21st International Conference on Medical Image Computing & Computer Assisted Intervention), Granada, Spain, 16-20.09.2018, pp. 1-1, 2018
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the fifth edition of The International Conference on Image Formation in X-ray Computed Tomography, Salt lake city, US, 21-23.05.2018, pp. 395-398, 2018
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15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and 3rd Conference on Imaging and Visualization (CMBBE 2018), Lisbon, 26.-29.03, pp. 1-10, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting)), Salt Lake City, UT, United States, May 2018, pp. 69-72, 2018
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Stereo Rectification for X-ray Data Consistency Conditions
Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting)), Salt Lake City, UT, United States, May 2018, pp. 198-201, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting)), Salt Lake City, USA, 20.05-23.05.2018, pp. 164-168, 2018
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Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting) (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting)), Salt Lake City (UT), USA, 20.05.-23.05.2018, pp. 339-343, 2018
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Deep Learning for Magnetic Resonance Fingerprinting: Accelerating the Reconstruction of Quantitative Relaxation Maps
Proceedings of the 25th Annual Meeting of the ISMRM (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 2791, 2018
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Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) (The 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting)), Salt Lake City, UT, USA, 20.-23.05.2018, pp. 435-438, 2018
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Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition (CARS), Berlin, 20.06.2018, vol. 13, pp. 201-202, 2018
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 5615, 2018
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 2773, 2018
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 536, 2018
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Proceedings of the ISMRM Workshop on Quantitative Body Imaging (Workshop on Quantitative Body Imaging), New Delhi, India, 26.-28.03.2018, pp. -, 2018
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Bildverarbeitung für die Medizin 2018, Erlangen, 11.3-13.3, pp. 29-34, 2018
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MIDL (International Conference on Medical Imaging with Deep Learning), Amsterdam, 4-6th, July 2018, pp. n.a., 2018
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Efficient Labeling of Optical Coherence Tomography Angiography Data using Eye Tracking
Bildverarbeitung für die Medizin 2018, Erlangen, 11 - 13 March 2018, pp. 20-21, 2018, ISBN 978-3-662-56537-7
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First Approaches Towards Automatic Detection of Microaneurysms in OCTA Images
Bildverarbeitung für die Medizin 2018, Erlangen, pp. 11-12, 2018, ISBN 978-3-662-56537-7
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Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (5th International Conference on Image Formation in X-ray Computed Tomography), Salt Lake City, Utha, USA, 20-23, pp. 386-390, 2018
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2018 13th IAPR International Workshop on Document Analysis Systems (DAS) (13th IAPR International Workshop on Document Analysis Systems (DAS)), Wien, 24.04.2018, pp. 169-174, 2018
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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, 21-23.05, pp. 106-109, 2018
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A Hybrid Approach for Virtual Clinical Trials for Mammographic Imaging
Proc. of SPIE (14th International Workshop on Breast Imaging (IWBI 2018)), Atlanta, GA, USA, 8-11 July 2018, vol. 10718, pp. 107180Z, 2018
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Towards an analytic model: Describing the effect of scan angle and slice thickness on the in-plane spatial resolution of calcifications in digital breast tomosynthesis
Proc. of SPIE (14th International Workshop on Breast Imaging (IWBI 2018)), Atlanta, GA, USA, 8-11 July 2018, vol. 10718, pp. 107181R, 2018
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Informatik Aktuell (Bildverarbeitung für die Medizin), Erlangen, March 11–13, 2018, pp. 13-13, 2018
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Writer identification and script classification: two tasks for a common understanding of cultural heritage
OpenX for Interdisciplinary Computational Manuscript Research, Hamburg, Germany, 12.06.2018, pp. 12-15, 2018
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 2791, 2018
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Unontrusive Monitoring of Speech Impairments of Parinson's Disease Patients Through Mobile Devices (43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)), Calgary, Canada, 15-20.4.2018, pp. 6004-6008, 2018, ISBN 978-1-5386-4657-1
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2018 24rd International Conference on Pattern Recognition (ICPR) (24rd International Conference on Pattern Recognition (ICPR)), Beijing, China, 20.-24.08.2018, pp. 183-188, 2018
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40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, 17.07-21.07, pp. tbd, 2018
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40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu, 17.07-21.07, pp. tbd, 2018
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Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2018), Honolulu, HI, USA, 02.05.2018, vol. 59, pp. 3922, 2018
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Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2018), Honolulu, HI, USA, 02.05.2018, vol. 59, pp. 3922, 2018
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Machine Learning for Medical Imaging Reconstruction (First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018), Granada, 16.09.2018, pp. 83-90, 2018
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Proc. Text, Speech and Dialogue; 21st International Conference, TSD 2018 (Text, Speech and Dialogue; 21st International Conference, TSD 2018), Brno, Czech Republic, 11.--14.09.2018, pp. 473-481, 2018, ISBN 978-3-030-00793-5
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Closing the Calibration Loop: An Inside-Out-Tracking Paradigm for Augmented Reality in Orthopedic Surgery
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 299-306, 2018
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DeepDRR – A Catalyst for Machine Learning in Fluoroscopy-Guided Procedures
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 98-106, 2018
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Exploiting Partial Structural Symmetry for Patient-Specific Image Augmentation in Trauma Interventions
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 107-115, 2018
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MICCAI Challenge 2018 for Correction of Brainshift with Intra-Operative Ultrasound (CuRIOUS 2018), Granada conference center, 16.09.2018, pp. -, 2018
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Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 55-63, 2018
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Medical Image Computing and Computer Assisted Intervention (MICCAI), Granada, Spain, 09.2018, vol. 1, pp. 356-364, 2018, ISBN 978-3-030-00928-1
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INF-DH-2018 (GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenhöhe – Informatik und die Digital Humanities), Berlin, 25.09.2018, pp. 1-8, 2018
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Towards Arbitrary Noise Augmentation---Deep Learning for Sampling from Arbitrary Probability Distributions
Machine Learning for Medical Image Reconstruction (Machine Learning for Medical Image Reconstruction (MLMIR)), Granada, Spain, 16.09.2018, pp. 129-137, 2018, ISBN 978-3-030-00129-2
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Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (MICCAI 2018), Granada, Spain, 16.09.2018, pp. 232-240, 2018, ISBN 978-3-030-00928-1
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OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis (International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018)), Granada, Spain, 20.09.2018, pp. 285-293, 2018, ISBN 978-3-030-01201-4
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Statistical Atlases and Computational Modelling of the Heart (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2018, Held in conjunction with MICCAI 2018)), Granada, Spain, 16.08.2018, pp. tbd, 2018
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Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification
International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 22-27.07, pp. tbd, 2018
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Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings
International Conference on Image Processing (ICIP), Athens, Greece, 7-10.10, pp. tbd, 2018
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International Conference on Medical Image Computing and Computer-Assisted Intervention (Medical Image Computing and Computer Assisted Intervention – MICCAI 2018), Granada, Spanien, 16-20.September 2018, pp. 116-124, 2018
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Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 137-144, 2018
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Pattern Recognition, 40th German Conference (GCPR 2018), Stuttgart, 10.10.2018-12.10.2018, pp. 1-15, 2018
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12 th Interventional MRI Symposium Proceedings (12 th Interventional MRI Symposium), Boston Marriott Long Wharf Hotel, 5.10.2018 - 6.10.2018, pp. 54, 2018
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Pattern Recognition, 40th German Conference (40th German Conference on Pattern Recognition (GCPR 2018)), Stuttgart, 10.10.2018-12.10.2018, pp. 1-13, 2018
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Deep Denoising for Hearing Aid Applications
16th International Workshop on Acoustic Signal Enhancement (IWAENC), Tokyo, Japan, 17.09.2018, pp. 361-365, 2018, ISBN 978-1-5386-8151-0
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Writer Recognition in Historical Documents
Congress Visual Heritage 2018 | CHNT 23 (Congress Visual Heritage 2018), City Hall of Vienna, Austria, 12.11.2018, pp. 161-162, 2018
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Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests
2018 25th IEEE International Conference on Image Processing (ICIP) (2018 IEEE International Conference on Image Processing), Megaron Athens International Conference Centre Athens, Greece, October 7–10, 2018, pp. 1453-1457, 2018
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IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (2018 IEEE Nuclear Science Symposium and Medical Imaging (NSS/MIC)), Sydney, Australia, 10-17.11.2018, pp. tbd, 2018
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Medical Imaging Meets NeurIPS, Montréal, Canada, 8.12.2018, pp. 00-00, 2018
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2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Sydney, Australia, 10-17.11.2018, pp. -, 2018
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Automatic detection of capillary dilation and looping in patients with diabetic retinopathy from optical coherence tomography angiography data
Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2018), Honolulu, HI, USA, 02.05.2018, vol. 59, pp. 2886, 2018
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Feasibility of Motion Compensation using Inertial Measurement in C-arm CT
Conference Record of the 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Sydney, 10.-17.11.2018, pp. tbd, 2018
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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, June 20.-23., 2018, vol. 13, pp. S200-201, 2018
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Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning
Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis (Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT)), Granada, Spain, 16.09.2018, pp. 19-27, 2018
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Proceedings of the ISMRM Workshop on X-Nuclei Imaging (MR Imaging of X-Nuclei (23Na & Friends)), Dubrovnik, Croatia, 07.-10.4.2018, pp. -, 2018
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, 16.-21.06.2018, pp. 7190, 2018
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition), Montreal, 11.-16.05.2019, pp. 4106, 2018
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Iterative Reconstruction of 23Na Multi-Channel Breast Data Using Compressed Sensing Combined with Anatomical 1H Prior Knowledge
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, 16.-21.06.2018, pp. -, 2018
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Conference Record of the 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (Nuclear Science Symposium and Medical Imaging Conference), Sydney, Australia, 10.-17.11.2018, pp. -, 2018
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Bildverarbeitung für die Medizin 2018 (BVM 2018 - Clinical Track), Erlangen, 11.-13.03.2018, pp. -, 2018
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Patents
DE102017200282.4, US2018/0192985 A1
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WO2018EP72815 20180823
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US 2018 / 0292484 A1
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US 2018 / 0330484 A1
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US 9,931,790
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Talks
at University Stuttgart (Nectar Poster Session on 40th German Conference for Pattern Recognition) in Stuttgart, Germany (12.10)
at Association for Research in Vision and Ophthalmology (ARVO Annual Meeting 2018) in Honolulu, HI, USA (02.05)
Dark-field Bias Correction for Talbot-Lau X-ray Imaging (Talk)
at IMXP (International Symposium on BioMedical Applications of X-Ray Phase Contrast Imaging) in Garmisch-Partenkirchen (18.01)
Towards a dual phase grating interferometer on clinical hardware (Talk)
at IMXP (IMXP - International Symposium on BioMedical Applications of X-Ray Phase Contrast Imaging) in Garmisch Partenkirchen (18.01)
at INSTICC (BIOIMAGING 2018 Conference) in Funchal, Madeira, Portugal (20.01.)
at University of Applied Sciences Upper Austria (8th Conference on Industrial Computed Tomography (iCT) 2018,) in Wels, Austria (07.02)
at University of Applied Sciences Upper Austria (Conference) in Wels, Austria (08.02)
at FAU in Erlangen (12.03)
Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren (Talk)
at Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
Towards a dual phase grating interferometer on clinical hardware (Talk)
at SPIE (Medical Imaging) in Houston (15.02)
Unobtrusive and Wearable Landing Momentum Estimation in Ski Jumping with Inertial-Magnetic Sensors (Talk)
at IEEE (15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)) in Las Vegas, USA (06.03)
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation (Talk)
at Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
Medizinische 3-D Bildgebung (Talk)
at Friedrich-Alexander Universität Erlangen-Nürnberg (Schüler-Infotag) in Erlangen (08.03)
at Friedrich Alexander University (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data (Talk)
at Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin) in Erlangen (12.03)
at Lehrstuhl und Labor für Mustererkennung (Bildverarbeitung für die Medizin: Algorithmen - Systeme - Anwendungen) in Erlangen, Germany (12.03)
Patient surface model and internal anatomical landmarks embedding (Talk)
at Friedrich Alexand (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
at FAU Erlangen (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
Maschinelles Lernen paralinguistischer Information - Ein Überblick über die ComParE-Wettbewerbe 2009-2016 (Talk)
at Department Informatik, Friedrich-Alexander-Universität Erlangen-Nürnberg (Tag der Informatik 2018) in Erlangen (13.04)
Differential Tomography: Influence of Sensitivity Direction and Noise-suppressing Windows (Talk)
at University of Utah (CT-Meeting) in Salt Lake City, UT, USA (22.05)
Non-Destructive Digitization of Soiled Historical Chinese Bamboo Scrolls (Talk)
at TU Wien (13th IAPR Workshop on Document Analysis Systems (DAS)) in Wien, Austria (25.04)
Fast Epipolar Consistency without the Need for Pseudo Matrix Inverses (Talk)
at Utah Center for Advanced Imaging and Research (UCAIR) (5th International Conference on Image Formation in X-Ray Computed Tomography) in Salt Lake City, USA (22.05)
Estimation of the Source-Detector Alignment of Cone-Beam X-ray Systems using Collimator Edge Tracking (Talk)
at Utah Center for Advanced Imaging and Research (UCAIR) (5th International Conference on Image Formation in X-Ray Computed Tomography) in Salt Lake City, USA (21.05)
On the Influence of Acquisition Angle and Slice Thickness on the in-plane Spatial Resolution of Calcifications in Digital Breast Tomosynthesis (Talk)
at Utah Center for Advanced Imaging and Research (UCAIR) (5th International Conference on Image Formation in X-Ray Computed Tomography) in Salt Lake City, USA (22.05)
Parallel-shift tomosynthesis for orthopedic applications (Talk)
at SPIE (SPIE: Medical Imaging) in Houston, TX, USA (12.02)
Towards (smart) Full-body X-ray Images (Talk)
at Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
at university of Utah (the 5th International Conference on Image Formation in X-ray Computed Tomography) in Salt Lake City, Utah, the USA (22.05)
Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network (Talk)
at Utah university (5th CT Meeting) in Salt lake city, US (23.05)
at University of Utah (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting)) in Salt Lake City, UT, United States (21.05)
MR to X-ray Projection Image Synthesis (Talk)
at University of Utah (The 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting)) in Salt Lake City, UT, USA (23.05)
at University of Utah (Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting)) in Salt Lake City (UT), USA (23.05)
at Centre for the Study of Manuscript Cultures (3rd International Conference on Natural Sciences and Technology in Manuscript Analysis) in Hamburg (14.06)
at CARS (Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition) in Berlin (20.06)
Accuracy of Fatty Acid Quantification using Bipolar Multi-Echo MRI for Varying Numbers of Echoes (Talk)
at International Society for Magnetic Resonance in Medicine (26th Annual Meeting & Exhibition) in Paris, France (21.06)
Fat Content and Fatty Acid Composition Quantification Using a 3D Stack-of-Radial Trajectory With Adaptive Gradient Calibration (Talk)
at International Society for Magnetic Resonance in Medicine (26th Annual Meeting & Exhibition) in Paris, France (21.06)
Gradient-Delay-Compensated Radial MRI for Fat Content and Fatty Acid Composition Quantification (Talk)
at International Society for Magnetic Resonance in Medicine (Workshop on Quantitative Body Imaging) in New Delhi, India (26.03)
Repeatability and Reproducibility of a New Method for Quantifying Triglyceride Saturation Using Bipolar Multi-Echo MRI (Talk)
at International Society for Magnetic Resonance in Medicine (26th Annual Meeting & Exhibition) in Paris, France (19.06)
Classification of Breast Cancer Histology Images Using Transfer Learning (Talk)
at Axis Vermar (15th International Conference on Image Analysis and Recognition) in Póvoa de Varzim, Portugal (27.06)
Deep Learning for Magnetic Resonance Fingerprinting: Accelerating the Reconstruction of Quantitative Relaxation Maps (Talk)
(International Society for Magnetic Resonance in Medicine (26th Annual Meeting & Exhibition)) in Paris, France (21.06)
at Lehrstuhl für Mustererkennung, Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
at Association for Research in Vision and Ophthalmology (ARVO Annual Meeting 2018) in Honolulu, HI, USA (01.05)
(International Conference on Medical Imaging with Deep Learning) in Amsterdam (05.07)
at Friedrich-Alexander Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin (BVM 2018)) in Erlangen (12.03)
OCT-OCTA Segmentation (Talk)
at Lehrstuhl für Mustererkennung, Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)
Precision Learning: Reconstruction Filter Kernel Discretization (Talk)
at UCAIR (5th International Conference on Image Formation in X-ray Computed Tomography) in Salt Lake City, Utha, USA (23.6)
A Hybrid Approach for Virtual Clinical Trials for Mammographic Imaging (Talk)
(IWBI 2018) in Atlanta, GA (11.07)
at TU Wien (13th IAPR International Workshop on Document Analysis Systems (DAS)) in Wien (24.04)
AI in Healthcare – Basics & Perspective (Talk)
at Siemens Healthcare GmbH (Innovation Workshop) in Erlangen, Germany (18.5)
Hinge Loss, Support Vector Machines and the Loss of Users (Talk)
at Pattern Recognition Lab (Summer PRS 2018) in Pilsen, Tschechien (17.07)
Mustererkennung – ein Modell für die Annäherung an Multimorbidität (Talk)
at Deutsche Gesellschaft für Innere Medizin e.V. (10. Opinion-Leader-Meeting Schloß Reinhartshausen) in Reinhartshausen, Germany (19.01)
Precision Learning for Signal Processing (Talk)
at Massachusetts Institute of Technology (Invitation by MIT) in Boston, USA (04.04)
Precision Learning – A Unified Framework for Deep Learning and Traditional Signal Processing (Talk)
at Sivantos (Erlanger Kolloquium) in Erlangen, Germany (23.02)
Towards Learning of Efficient Solutions for Image Reconstruction (Talk)
at Stanford University (Radiology Seminar) in Stanford, USA (27.03)
at International Hearing Aid Research Conference (IHCON 2018) in Lake Tahoe, CA, United States (18.08)
Deep Learning: Fundamentals (Talk)
at Lehrstuhl für Mustererkennung (Bildverarbeitung für die Medizin) in Erlangen (11.03)
Detecting Anatomical Landmarks for Motion Estimation in Weight-bearing Imaging of Knees (Talk)
at Granada Conference Center (First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018) in Granada (16.09.2018)
Subtext Word Accuracy and Prosodic Features for Automatic Intelligibility Assessment (Talk)
at Masaryk University (Conference Text, Speech & Dialogue (TSD 2018)) in Brno, Czech Republic (11.09)
at Granada Conference Center (International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018)) in Granada, Spain (19.09)
at Granada Conference Center (International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018)) in Granada, Spain (19.09)
Double Your Views - Exploiting Symmetry in Transmission Imaging (Talk)
at Conference Center (International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018)) in Granada, Spain (17.09)
at Exzellenzcluster (GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenhöhe – Informatik und die Digital Humanities) in Berlin (25.09)
at Granada Conference Center (International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018)) in Granada, Spain (20.09)
at Granada Conference Center (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2018, Held in conjunction with MICCAI 2018)) in Granada, Spain (16.09)
The Past, Present and Future of Medical Image Analysis (Talk)
at University of Stuttgart (40th German Conference on Pattern Recognition (GCPR2018)) in Stuttgart (10.10)
at Feria Valencia, Convention and Exhibition Center (International Geoscience and Remote Sensing Symposium (IGARSS)) in Valencia, Spain (26.07)
at Megaron Athens International Conference Centre (International Conference on Image Processing (ICIP)) in Athens, Greece (10.10)
Phase-Sensitive Region-of-Interest Computed Tomography (Talk)
at Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018)) in Granada Conference Center, Spain (17.09)
at University of Stuttgart (40th German Conference on Pattern Recognition) in Stuttgart (11.10)
Intelligent Medical Image Parsing (Talk)
at Babes-Bolyai University (Transylvanian Machine Learning Summer School) in Cluj-Napoca, Romania (18.07)
at MICCAI (International Conference on Medical Image Computing and Computer-Assisted Intervention 2018) in Granada, Spain
MR-Projection Imaging with Perspective Distortion as in X-Ray Fluoroscopy for Interventional X/MR-Hybrid Applications (Talk)
at Boston Marriott Long Wharf Hotel (12th Interventional MRI Symposium) in Boston (5.10)
Resolve Intraoperative Brain Shift as Imitation Game (Talk)
at CuRIOUS (MICCAI Challenge 2018 for Correction of Brainshift with Intra-Operative Ultrasound (CuRIOUS 2018)) in Granada conference center (16.09)
at University of Stuttgart (40th German Conference on Pattern Recognition (GCPR 2018)) in Stuttgart (11.10)
Handwriting Analysis with Focus on Writer Recognition (Talk)
at Universität Hamburg (Invited Talk) in Informatikum Stellingen, Hamburg (26.10)
at Ecole polytechnique fédérale de Lausanne (Time Machine Conference 2018) in Lausanne (30.10)
Visuelles Suchen in historischen Dokumenten - Herausforderungen und Möglichkeiten (Visual Retrieval in Historical Documents - Challenges and Possibilities) (Talk)
at ZIP O.P.S. (Archivrecherchen im 21. Jahrhundert) in Stift Teplá (08.11)
Writer Recognition in Historical Documents (Talk)
at Stadtarchäologie Wien (Congress Visual Heritage 2018) in Rathaus, Wien (14.11)
at Universität (German Conference on Pattern Recognition (GCPR)) in Stuttgart (11.10)
at Megaron Athens International Conference Centre (IEEE 2018 International Conference on Image Processing (ICIP 2018)) in Athens, Greece (8.10)
at International Convention Center (2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)) in Sydney, Australia (15.11)
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation (Talk)
at International Convention Center (2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)) in Sydney, Australia (15.05)
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks (Talk)
at Autonomous University of Madrid (23rd Iberoamerican Congress on Pattern Recognition) in Madrid, Spain (22.11)
Big Data of the Past: Non-Invasive Digitization of Cultural Heritage (Talk)
at Center for scientific studies in the arts, Northwestern University (Center's Science for Art Fall 2018 Speaker Series) in Evanston (14.12)
Feasibility of Motion Compensation using Inertial Measurement in C-arm CT (Talk)
at International Convention Centre (2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)) in Sydney (15.11)
Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair (Talk)
at CARS (Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition) in Berlin (20.06)
Left Ventricle Segmentation in LGE-MRI: Filter Based vs. Learning Based (Talk)
at International Convention Center (2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)) in Sydney, Australia (15.11)
Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning (Talk)
at MICCAI 2018 (Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT)) in Granada, Spain (16.10)