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Lehrstuhl für Informatik 5 (Mustererkennung)
Martensstr. 3
91058 Erlangen
Germany
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2019
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2019 (124 Publications, Talks and Patents)
Dissertations
Monographs
Logos Verlag Berlin Erlangen, 2019
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Journal Articles
Scientific Reports, vol. 9, pp. TBD, 2019
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Toward analyzing mutual interference on infrared-enabled depth cameras
Copmuter Vision and Image Understanding, vol. 178, no. 1, pp. 1-15, 2019
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International Journal of Biomedical Imaging, vol. 2019, no. 4035148, pp. 1-9, 2019
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Medical Physics, vol. 46, no. 2, pp. 689-703, 2019
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Acta Otorhinolaryngologica Italica, vol. 2019, no. 1, pp. -, 2019
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Scientific Reports, vol. 9, no. 1, pp. 2311, 2019
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Speech intelligibility in patients with oral cancer: An objective baseline evaluation of pretreatment function and impairment
Head & Neck, vol. 2019, no. 1, pp. 1-7, 2019
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Accurate fatty acid composition estimation of adipose tissue in the abdomen based on bipolar multi-echo MRI
Magn Reson Med, vol. 81, no. 4, pp. 2330– 2346, 2019
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IEEE Journal of Photovoltaics, vol. 9, no. 1, pp. 1-7, 2019
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Materials, vol. 12, no. 7, 2019
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International Journal of Computer Assisted Radiology and Surgery, pp. 1-11, 2019
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Zeitschrift für Medizinische Physik, vol. 29, no. 2, pp. 86-101, 2019
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Sensors, vol. 19, no. 10, pp. 2303-2330, 2019
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Solar Energy, no. 185, pp. 455-468, 2019
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IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, pp. TBD, 2019
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (JSTARS), vol. 12, no. 7, pp. 2107-2120, 2019
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International Journal of Computer Assisted Radiology and Surgery, 2019
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Compressed sensing reconstruction of 7 Tesla 23Na multi-channel breast data using 1H MRI constraint
Magnetic Resonance Imaging, vol. 2019, no. 60, pp. 145-156, 2019
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Journal of Biophotonics, vol. 12, no. 10, pp. e201900008, 2019
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Optics Communications, vol. 452, 2019
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Retinal Image Synthesis from Multiple-Landmarks Input with Generative Adversarial Networks
Biomedical Engineering Online, vol. 18, no. 1, pp. 62, 2019
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Ultrasensitive and simultaneous determination of RNA modified nucleotides by sheathless interfaced capillary electrophoresis–tandem mass spectrometry
Chemical Communications, vol. 55, pp. 7595-7598, 2019
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International Journal of Biomedical Imaging, vol. 2019, pp. 01-21, 2019
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IEEE Transactions on Medical Imaging, vol. tbd, pp. tbd, 2019
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Learning with known operators reduces maximum error bounds
Nature Machine Intelligence, vol. 2019, no. 1, pp. 373-380, 2019
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Medical physics, 2019
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PYRO-NN: Python Reconstruction Operators in Neural Networks
Medical Physics, vol. 46, no. 11, pp. 5110-5115, 2019
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Scientific Reports, vol. 10997/2019, no. 9, 2019
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Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair
International Journal of Computer Assisted Radiology and Surgery, vol. 14, no. 11, pp. 1891-1899, 2019
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Articles in Conference Proceedings
Correction of artifacts from misregistered B-scans in orthogonally scanned and registered OCT angiography
Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2019), Vancouver, BC, Canada, 30.04, vol. 60, pp. 3097-3097, 2019
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Informatik aktuell (Bildverarbeitung für die Medizin 2019), Lübeck, 17.03.2019, pp. 134-139, 2019, ISBN 978-3-658-25325-7
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ISBI2019-SegTHOR Challenge (ISBI2019), Venice, Italy, 10.04.2019, pp. TBD, 2019
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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. -, 2019
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Bildverarbeitung für die Medizin 2019, Lübeck, 17. - 19.03.2019, pp. 265-269, 2019
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Proceedings of the 9th Conference on Industrial Computed Tomography (iCT 2019) (9th Conference on Industrial Computed Tomography (iCT 2019)), Padova, 13.-15.02.2019, pp. 1-6, 2019
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Augmented Mitotic Cell Count Using Field of Interest Proposal
Bildverarbeitung für die Medizin 2019, Lübeck, Germany, 19.03.2019, pp. 321-326, 2019
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Bildverarbeitung für die Medizin 2019, Lubeck, Germany, 17.3.2019, pp. 68-73, 2019, ISBN 978-3-658-25326-4
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Bildverarbeitung für die Medizin (BVM) 2019, Lübeck, 17.03.-19.03.2019, pp. 110-115, 2019
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Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (Iberoamerican Congress on Pattern Recognition), Madrid, Spain, 21.11.2018, pp. 00-00, 2019
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Mammographic breast density classification using a deep neural network: assessment on the basis of inter-observer variability
SPIE Medical Imaging 2019, San Diego, USA, 20.02.2019, pp. TBD, 2019
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Mammographic breast density classification using a deep neural network: assessment on the basis of inter-observer variability
SPIE Medical Imaging 2019, San Diego, USA, 17.02.2019, pp. TBD, 2019
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Exploring the Space Between Smoothed and Non-Smooth Total Variation for 3-D Iterative CT Reconstruction
Proceedings of SPIE Medical Imaging 2019 (SPIE Medical Imaging 2019: Physics of Medical Imaging), San Diego, CA, USA, 20.02.2019, pp. 1094820, 2019
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Medical Imaging 2019: Physics of Medical Imaging (SPIE Medical Imaging 2019), San Diego, 16.2.-21-.2.2019, pp. no pagination, 2019
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Medical Imaging 2019: Image Processing (SPIE Medical Imaging 2019), San Diego, CA, USA, 15.02.-20.02.2019, vol. 10949, pp. 1-6, 2019
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3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image
BVM (Workshop Bildverarbeitung für die Medizin), Lübeck, 17.-19.03.2019, pp. 172-177, 2019
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Proc. SPIE (Medical Imaging 2019: Computer-Aided Diagnosis), San Diego, CA, USA, 15--20.02.2019, pp. 1095046, 2019
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Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen. (Bildverarbeitung für die Medizin 2019), Lübeck, 17-19.03.2019, pp. 116-121, 2019
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Bildverarbeitung für die Medizin 2019, Lübeck, 17.03.-19.03.2019, pp. 92-97, 2019, ISBN 978-3-658-25326-4
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Bildverarbeitung für die Medizin 2019 (BVM) (Bildverarbeitung für die Medizin (BVM)), Lübeck, 18.03.2019, pp. 56-61, 2019, ISBN 978-3-658-25325-7
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Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: BIOIMAGING (BIOIMAGING/BIOSTEC), Prague, Czech Republic, 23.02., pp. 30-37, 2019, ISBN 978-989-758-353-7
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15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully 3D), Philadelphia, 02.06.2019, 2019
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) (Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition)), Montreal, 11.-16.05.2019, pp. 2129, 2019
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Fortschritte der Akustik - DAGA 2019 (DAGA 2019 - 45. Jahrestagung für Akustik), Rostock, 18.-21.7.2019, vol. 1, pp. 939-942, 2019, ISBN 978-3-939296-14-0
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Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) ((Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition)), Montreal, 11.-16.05.2019, pp. 2131, 2019
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Reproducible Research in Pattern Recognition (RRPR 2018) (2nd Workshop on Reproducible Research in Pattern Recognition), Bejing, China, 20.08.2018, pp. 71-82, 2019
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Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract
Biomedical Engineering Systems and Technologies (BIOSTEC 2019), Madeira, Portugal, 2018, pp. 67-85, 2019
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Studies in Health Technology and Informatics (German and Medical Data Sciences: Shping Change - Creative Solutions for Innovative Medicine), Dortmund, 08.-11.09.2019, pp. 126-133, 2019
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MICCAI, Shenzhen, TBD, pp. TBD, 2019
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Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2019), Vancouver, BC, Canada, 29.04, vol. 60, pp. 2210-2210, 2019
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Medical Imaging Meets Neurips, Vancouver, 14.12.2019, pp. tba, 2019
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Bildverarbeitung für die Medizin ((BVM)), Lübeck, 17.-19.03.2019, pp. 315-320, 2019
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Statistical Atlases and Computational Modelling of the Heart (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2010, Held in conjunction with MICCAI 2019)), Shenzhen, China, 13.10.2019, pp. tbd, 2019
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Assessment of measurement deviations: length-extended x-ray imaging for orthopedic applications
Medical Imaging 2019: Image Processing (SPIE Medical Imaging 2019), San Diego, CA, USA, 15.02.-20.02.2019, vol. 10948, 2019
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Combining Ultrasound and X-Ray Imaging for Mammography
Informatik aktuell (Bildverarbeitung für die Medizin 2019), Lübeck, 17.03.2019, pp. 245-250, 2019, ISBN 978-3-658-25325-7
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Machine Learning for Medical Image Reconstruction (MLMIR) (MICCAI), Shenzhen, China, 17.10.2019, vol. 11905, pp. 1-12, 2019, ISBN 978-3-030-33842-8
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Misalignment compensation for ultra-high-resolution and fast CBCT acquisitions
Medical Imaging 2019: Image Processing (SPIE Medical Imaging 2019), San Diego, CA, USA, 15.02.-20.02.2019, vol. 10948, 2019
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (Medical Image Computing and Computer Assisted Intervention (MICCAI)), Shenzhen, China, 13.-17.10.2019, pp. 92-100, 2019
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Using Medical Image Reconstruction Methods for Denoising of OCTA Data
Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2019), Vancouver, BC, Canada, 30.04, vol. 60, pp. 3096-3096, 2019
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Proc. Interspeech 2019 (Interspeech 2019), Graz, Austria, 15.09.2019-19.09.2019, pp. 191-195, 2019
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Proc. Interspeech 2019 (Interspeech 2019), Graz, Austria, 15.09.2019-19.09.2019, pp. 3357-3361, 2019
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Text, Speech, and Dialogue, Ljubljana, Slovenia, 11.09-13.09.2019, pp. 274-286, 2019, ISBN 978-3-030-27946-2
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ICASSP 2019 Proceedings (2019 IEEE International Conference on Acoustics, Speech, and Signal Processing), Brighton, United Kingdom, 12.05.2019, pp. 8231-8235, 2019, ISBN 978-1-4799-8131-1
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Proc. Interspeech 2019 (Interspeech 2019), Graz, Austria, 15.09.2019-19.09.2019, pp. 2378-2382, 2019
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2019 IEEE International Conference on Image Processing (2019 IEEE International Conference on Image Processing (ICIP)), Taipei International Convention Center (TICC) Taipei, Taiwan, September 22–25, 2019, pp. 1885-1889, 2019, ISBN 978-1-5386-6249-6
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Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks
Bildverarbeitung für die Medizin 2019 (Workshop), Lübeck, Germany, 15.-17.03.2019, pp. 191-196, 2019
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Patents
Method for adapting the brightness of an X-ray image, X-ray device, computer program and data medium
US 10 , 217 , 215 B2
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US 2019 / 0064292 A1
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US20190021588A1
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US 15/797,161
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US 10,194,888
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US 10,297,027
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US 15/720,317
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US 10,271,817
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Talks
Maschinelles Lernen zur bildbasierten Dokumentenanalyse (Talk)
at Digital Humanities (Digital Humanities Cologne Colloquium) in University of Cologne (09.05)
Designing a Source Grating for Dual Phase Grating Setups (Talk)
at IMXP (IMXP - International Symposium on BioMedical Applications of X-Ray Phase Contrast Imaging) in Garmisch Partenkirchen (22.01)
Phase-Sensitive Region-of-Interest Computed Tomography (Talk)
at IMXP ((International Symposium on BioMedical Applications of X-Ray Phase Contrast Imaging)) in Garmisch-Partenkirchen (21.01)
Phase-Sensitive Region-of-Interest Computed Tomography (Talk)
at IMXP (Towards a dual IMXP (International Symposium on BioMedical Applications of X-Ray Phase Contrast Imaging)) in Garmisch-Partenkirchen (21.01)
at INSTICC (BIOIMAGING/BIOSTEC 2019 Conference) in Prague, Czech Republic (23.02)
Exploring the Space Between Smoothed and Non-Smooth Total Variation for 3-D Iterative CT Reconstruction (Talk)
at SPIE (SPIE Medical Imaging 2019) in San Diego, CA, USA (20.02)
Phase-Sensitive Region-of-Interest Computed Tomography (Talk)
at Institut für Medizinische Informatik (BVM Workshop 2019) in Lübeck (18.03)
3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Workshop Bildverarbeitung für die Medizin) in Lübeck (18.03)
at Institut für Medizinische Informatik, Universität zu Lübeck (Bildverarbeitung für die Medizin 2019) in Lübeck (18.03)
Some Investigations on Robustness of Deep Learning in Limited Angle Tomography (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Workshop Bildverarbeitung für die Medizin) in Lübeck (18.03)
Tutorial: Deep Learning Fundamentals (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Workshop Bildverarbeitung für die Medizin) in Lübeck (17.03)
(ISBI2019 SegTHOR Challenge) in Venice, Italy (10.04)
at Institut für Medizinische Informatik, Universität zu Lübeck (Workshop Bildverarbeitung für die Medizin (BVM)) in Lübeck (18.03)
Medizinische 3-D Bildgebung (Talk)
at Pattern Recognition Lab (SchülerßInfotag) in Friedrich-Alexander Universität Erlangen-Nürnberg (21.03)
Free-Breathing, Self-Navigated and Dynamic 3-D Multi-Contrast Cardiac CINE Imaging Using Cartesian Sampling and Compressed Sensing (Talk)
at ISMRM (Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition)) in Montreal (13.05)
at Institut für Medizinische Informatik, Universität zu Lübeck (Bildverarbeitung für die Medizin 2019) in Lübeck (18.03)
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Bildverarbeitung für die Medizin 2019) in Lübeck (18.03)
Motion Gradients for Epipolar Consisntecy (Talk)
at University of Pennsylvania (Fully 3D) in Philadelphia (03.06)
at ((Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition)) (Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition)) in Montreal (13.05)
Correction of artifacts from misregistered B-scans in orthogonally scanned and registered OCT angiography (Talk)
at Association for Research in Vision and Ophthalmology (ARVO Annual Meeting 2019) in Vancouver, BC, Canada (30.04)
Deep learning based hybrid OCT-OCTA segmentation of Bruch’s membrane in pathology (Talk)
at Association for Research in Vision and Ophthalmology (ARVO Annual Meeting 2019) in Vancouver, BC, Canada (29.04)
Using Medical Image Reconstruction Methods for Denoising of OCTA Data (Talk)
at Association for Research in Vision and Ophthalmology (ARVO Annual Meeting 2019) in Vancouver, BC, Canada (30.04)
RinQ Fingerprinting: Recurrence-informed Quantile Networks for Magnetic Resonance Fingerprinting (Talk)
at Medical Image Computing and Computer Assisted Intervention (MICCAI) (International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2019) in Shenzhen, China (14.10)
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation (Talk)
(STACOM-MICCAI 2019) in Shenzhen, China (13.10)
at MICCAI (MICCAI main conference) in Shenzhen (14.10)
at InterContinental Shenzhen Hotel (MICCAI 2019 MIMLR workshop) in Shenzhen, China (17.10)
at Messecongress Graz (20th Annual Conference of the International Speech Communication Association Interspeech 2019) in Graz, Austria (18.09)
at Faculty of Electrical Engineering of the University of Ljubljana (22nd International Conference Text, Speech, and Dialogue 2019) in Ljubljana, Slovenia (13.09)
at Faculty of English, Oxford (Dark Archives: A Conference on the Medieval Unread and Unreadable) in Oxford (11.09)
(Conference: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)) in Brighton, United Kingdom (17.05)
at Messecongress Graz (22nd International Conference Text, Speech, and Dialogue 2019, ComParE 2019 Challenge) in Graz, Austria (18.09)
Learning-based Image Super-Resolution for 3-D Magnetic Resonance Imaging (Talk)
at Deutsches Krebsforschungszentrum (DKFZ) (German Conference on Bioinformatics (GCB) 2019) in Heidelberg (19.09)
A 3-D Dark-field Projection Model for Arbitrary Trajectories (Talk)
at Hagi Conference Hall (5th International Conference on X-ray and Neutron Phase Imaging with Gratings (XNPIG)) in Sendai, Japan (21.10)
Image processing for stenting applications (Talk)
at MICCAI (Joint MICCAI-Workshop on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT) 2019) in Shenzhen, China (13.10)