Friedrich-Alexander-Universität Erlangen
Lehrstuhl für Mustererkennung
Martensstraße 3
91058 Erlangen

2019

WARNING: All material on this website, including papers, text, figures, and graphics is covered by Copyright © unless otherwise stated. You may browse them at your convenience (in the same spirit as you may read a journal or a proceeding article in a public library). Retrieving, copying, or distributing these files, however, may violate the copyright protection law. We recommend that the user abides international law in accessing this directory.
2019 (124 Publications, Talks and Patents)
Dissertations
Ghesu, Florin Cristian
Artificial Intelligence for Medical Image Understanding
(BiBTeX, Who cited this?)
Fischer, Peter
Respiratory motion compensation in X-ray fluoroscopy
(BiBTeX, Who cited this?)
Christlein, Vincent
Handwriting Analysis with Focus on Writer Identification and Writer Retrieval
(BiBTeX, Who cited this?)
Neumann, Dominik
Robust Personalization of Cardiac Computational Models
(BiBTeX, Who cited this?)
Wasza, Jakob
Real-time Respiratory Motion Analysis Using GPU-accelerated Range Imaging
(BiBTeX, Who cited this?)
Monographs
Schwemmer, Chris
3-D Imaging of Coronary Vessels Using C-arm CT
Logos Verlag Berlin Erlangen, 2019 (BiBTeX, Who cited this?)
Journal Articles
Felsner, Lina; Hu, Shiyang; Maier, Andreas; Bopp, Johannes; Veronika, Ludwig; Anton, Gisela; Riess, Christian
A 3-D Projection Model for X-ray Dark-field Imaging
Scientific Reports, vol. 9, pp. TBD, 2019 (BiBTeX, Who cited this?)
Seewald, Lucas Adams; Rodrigues, Vinicius Facco; Ollenschläger, Malte; Stoffel Antunes, Rodolfo; da Costa, Cristiano Andre; sa Rosa Righi, Rodrigo; de Silveira, Luiz Gonzaga; Maier, Andreas; Eskofier, Björn; Fahrig, Rebecca
Toward analyzing mutual interference on infrared-enabled depth cameras
Copmuter Vision and Image Understanding, vol. 178, no. 1, pp. 1-15, 2019 (BiBTeX, Who cited this?)
Mirzaalian Dastjerdi, Houman; Töpfer, Dominique; Rupitsch, Stefan; Maier, Andreas
Measuring Surface Area of Skin Lesions with 2D and 3D Algorithms
International Journal of Biomedical Imaging, vol. 2019, no. 4035148, pp. 1-9, 2019 (BiBTeX, Who cited this?)
Lu, Yanye; Kowarschik, Markus; Huang, Xiaolin; Xia, Yan; Choi, Jang‐Hwan; Chen, Shuqing; Hu, Shiyang; Ren, Qiushi; Fahrig, Rebecca; Hornegger, Joachim; Maier, Andreas
A learning-based material decomposition pipeline for multi-energy x-ray imaging
Medical Physics, vol. 46, no. 2, pp. 689-703, 2019 (BiBTeX, Who cited this?)
de Jesus Goncalves, Miguel; Aubreville, Marc; Mueller, Sarina K.; Sievert, Matti; Maier, Andreas; Iro, Heinrich; Bohr, Christopher
Probe-based confocal laser endomicroscopy in detecting malignant lesions of vocal folds
Acta Otorhinolaryngologica Italica, vol. 2019, no. 1, pp. -, 2019 (BiBTeX, Who cited this?)
Stromer, Daniel; Christlein, Vincent; Huang, Xiaolin; Zippert, Patrick; Hausotte, Tino; Maier, Andreas
Virtual cleaning and unwrapping of non-invasively digitized soiled bamboo scrolls
Scientific Reports, vol. 9, no. 1, pp. 2311, 2019 (BiBTeX, Who cited this?)
Stelzle, Florian; Oetter, Nicolai; Goellner, Luisa Theresa; Adler, Werner; Rohde, Maximilian; Maier, Andreas; Matthies, Levi; Kesting, Marco Rainer; Knipfer, Christian
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 (BiBTeX, Who cited this?)
Schneider, Manuel; Janas, Gemini; Lugauer, Felix; Hoppe, Elisabeth; Nickel, Dominik; Dale, Brian M.; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa R.
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 (BiBTeX, Who cited this?)
Stromer, Daniel; Vetter, Andreas; Oezkan, Hasan Can; Probst, Christian; Maier, Andreas
Enhanced Crack Segmentation (eCS): A Reference Algorithm for Segmenting Cracks in Multicrystalline Silicon Solar Cells
IEEE Journal of Photovoltaics, vol. 9, no. 1, pp. 1-7, 2019 (BiBTeX, Who cited this?)
Jaremenko, Christian; Ravikumar, Nishant; Affronti, Emanuela; Merklein, Marion; Maier, Andreas
Determination of Forming Limits in Sheet Metal Forming using Deep Learning
Materials, vol. 12, no. 7, 2019 (BiBTeX, Who cited this?)
Bier, Bastian; Goldmann, Florian; Zaech, Jan-Nico; Fotouhi, Javad; Hegeman, Rachel; Grupp, Robert; Armand, Mehran; Osgood, Greg; Navab, Nassir; Maier, Andreas; Unberath, Mathias
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views
International Journal of Computer Assisted Radiology and Surgery, pp. 1-11, 2019 (BiBTeX, Who cited this?)
Maier, Andreas; Syben, Christopher; Lasser, Tobias; Riess, Christian
A gentle introduction to deep learning in medical image processing
Zeitschrift für Medizinische Physik, vol. 29, no. 2, pp. 86-101, 2019 (BiBTeX, Who cited this?)
Rodrigues, Vinicius Facco; da Rosa Righi, Rodrigo; da Costa, Cristiano André; Eskofier, Björn; Maier, Andreas
On Providing Multi-Level Quality of Service for Operating Rooms of the Future
Sensors, vol. 19, no. 10, pp. 2303-2330, 2019 (BiBTeX, Who cited this?)
Deitsch, Sergiu; Christlein, Vincent; Berger, Stephan; Buerhop-Lutz, Claudia; Maier, Andreas; Gallwitz, Florian; Riess, Christian
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images
Solar Energy, no. 185, pp. 455-468, 2019 (BiBTeX, Who cited this?)
Köhler, Thomas; Bätz, Michel; Naderi, Farzad; Kaup, André; Maier, Andreas; Riess, Christian
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, pp. TBD, 2019 (BiBTeX, Who cited this?)
Davari, AmirAbbas; Oezkan, Hasan Can; Maier, Andreas; Riess, Christian
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (JSTARS), vol. 12, no. 7, pp. 2107-2120, 2019 (BiBTeX, Who cited this?)
Preuhs, Alexander; Maier, Andreas; Manhart, Michael; Kowarschik, Markus; Hoppe, Elisabeth; Fotouhi, Javad; Navab, Nassir; Unberath, Mathias
Symmetry Prior for Epipolar Consistency
International Journal of Computer Assisted Radiology and Surgery, 2019 (BiBTeX, Who cited this?)
Lachner, Sebastian; Zaric, Olgica; Utzschneider, Matthias; Minarikova, Lenka; Zybn, Stefan; Hensel, Bernhard; Trattnig, Siegfried; Uder, Michael; Nagel, Armin
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 (BiBTeX, Who cited this?)
Liu, Xi; Huang, Zhiyu; Wang, Zhenzhou; Wen, Chenyao; Jiang, Zhe; Yu, Zekuan; Liu, Jingfeng; Liu, Gangjun; Huang, Xiaolin; Maier, Andreas; Ren, Qiushi; Lu, Yanye
A Deep Learning Based Pipeline for Optical Coherence Tomography Angiography
Journal of Biophotonics, vol. 12, no. 10, pp. e201900008, 2019 (BiBTeX, Who cited this?)
Meng, Xiangxi; Du, Yi; Wang, Ruoxi; Li, Ziyuan; Zhu, Sihao; Wu, Hao; Li, Changhui; Chen, Weiqiang; Nie, Shuming; Ren, Qiushi; Lu, Yanye
Cherenkov Excited Luminescence Imaging Induced by Megavolt X-ray Beams in the Second Near-Infrared Window
Optics Communications, vol. 452, 2019 (BiBTeX, Who cited this?)
Zekuan Yu; Qing Xiang; Jiahao Meng; Caixia Kou; Qiushi Ren; Lu, Yanye
Retinal Image Synthesis from Multiple-Landmarks Input with Generative Adversarial Networks
Biomedical Engineering Online, vol. 18, no. 1, pp. 62, 2019 (BiBTeX, Who cited this?)
Yu, Yue; Zhu, Sihao; Yuan, Fang; Zhang, Xiaohui; Lu, Yanye; Zhou, Yinglin; Zhang, Xinxiang
Ultrasensitive and simultaneous determination of RNA modified nucleotides by sheathless interfaced capillary electrophoresis–tandem mass spectrometry
Chemical Communications, vol. 55, pp. 7595-7598, 2019 (BiBTeX, Who cited this?)
Amrehn, Mario; Steidl, Stefan; Kortekaas, Reinier; Strumia, Maddalena; Weingarten, Markus; Kowarschik, Markus; Maier, Andreas
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems
International Journal of Biomedical Imaging, vol. 2019, pp. 01-21, 2019 (BiBTeX, Who cited this?)
Schaffert, Roman; Wang, Jian; Fischer, Peter; Maier, Andreas; Borsdorf, Anja
Robust Multi-View 2-D/3-D Registration Using Point-to-Plane Correspondence Model
IEEE Transactions on Medical Imaging, vol. tbd, pp. tbd, 2019 (BiBTeX, Who cited this?)
Maier, Andreas; Syben, Christopher; Stimpel, Bernhard; Würfl, Tobias; Hoffmann, Mathis; Schebesch, Frank; Fu, Weilin; Mill, Leonid; Kling, Lasse; Christiansen, Silke
Learning with known operators reduces maximum error bounds
Nature Machine Intelligence, vol. 2019, no. 1, pp. 373-380, 2019 (BiBTeX, Who cited this?)
Luckner, Christoph; Herbst, Magdalena; Weber, Thomas; Beister, Marcel; Ritschl, Ludwig; Kappler, Steffen; Maier, Andreas
High-speed slot-scanning radiography using small-angle tomosynthesis: Investigation of spatial resolution
Medical physics, 2019 (BiBTeX, Who cited this?)
Syben, Christopher; Michen, Markus; Stimpel, Bernhard; Seitz, Stephan; Ploner, Stefan; Maier, Andreas
PYRO-NN: Python Reconstruction Operators in Neural Networks
Medical Physics, vol. 46, no. 11, pp. 5110-5115, 2019 (BiBTeX, Who cited this?)
Bergler, Christian; Schröter, Hendrik; Xi Cheng, Rachael; Barth, Volker; Weber, Michael; Nöth, Elmar; Hofer, Heribert; Maier, Andreas
ORCA-SPOT: An Automatic Killer Whale Sound Detection Toolkit Using Deep Learning
Scientific Reports, vol. 10997/2019, no. 9, 2019 (BiBTeX, Who cited this?)
Breininger, Katharina; Hanika, Moritz; Weule, Mareike; Kowarschik, Markus; Pfister, Marcus; Maier, Andreas
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 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Ploner, Stefan; Schottenhamml, Julia; Moult, Eric; Husvogt, Lennart; Alibhai, Yasin; Waheed, Nadia; Duker, Jay; Fujimoto, James; Maier, Andreas
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 (BiBTeX, Who cited this?)
Preuhs, Alexander; Ravikumar, Nishant; Manhart, Michael; Stimpel, Bernhard; Hoppe, Elisabeth; Syben, Christopher; Kowarschik, Markus; Maier, Andreas
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency
Informatik aktuell (Bildverarbeitung für die Medizin 2019), Lübeck, 17.03.2019, pp. 134-139, 2019, ISBN 978-3-658-25325-7 (BiBTeX, Who cited this?)
Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas
A 2D Dilated Residual U-NET for Multi-organ Segmentation in Thoracic CT
ISBI2019-SegTHOR Challenge (ISBI2019), Venice, Italy, 10.04.2019, pp. TBD, 2019 (BiBTeX, Who cited this?)
Bayer, Siming; Wydra, Adrian; Zhong, Xia; Ravikumar, Nishant; Strumia, Maddalena; Schaffert, Roman; Ostermeier, Martin; Fahrig, Rebecca; Maier, Andreas
An anthropomorphic deformable phantom for brain shift simulation
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 (BiBTeX, Who cited this?)
Felsner, Lina; Hu, Shiyang; Ludwig, veronika; Anton, Gisela; Maier, Andreas; Riess, Christian
On the Characteristics of Helical 3-D X-ray Dark-field Imaging
Bildverarbeitung für die Medizin 2019, Lübeck, 17. - 19.03.2019, pp. 265-269, 2019 (BiBTeX, Who cited this?)
Deniz Neufeld; Würfl, Tobias; Roland Gruber
Realistic Image Synthesis of Imperfect Specimens using Generative Networks
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 (BiBTeX, Who cited this?)
Aubreville, Marc; Bertram, Christof; Klopfleisch, Robert; Maier, Andreas
Augmented Mitotic Cell Count Using Field of Interest Proposal
Bildverarbeitung für die Medizin 2019, Lübeck, Germany, 19.03.2019, pp. 321-326, 2019 (BiBTeX, Who cited this?)
Folle, Lukas; Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas
Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI
Bildverarbeitung für die Medizin 2019, Lubeck, Germany, 17.3.2019, pp. 68-73, 2019, ISBN 978-3-658-25326-4 (BiBTeX, Who cited this?)
Stimpel, Bernhard; Syben, Christopher; Schirrmacher, Franziska; Hölter, Philip; Dörfler, Arnd; Maier, Andreas
Multi-Model Super-Resolution with Deep Guided Filtering
Bildverarbeitung für die Medizin (BVM) 2019, Lübeck, 17.03.-19.03.2019, pp. 110-115, 2019 (BiBTeX, Who cited this?)
Gündel, Sebastian; Grbic, Sasa; Georgescu, Bogdan; Liu, Siqi; Maier, Andreas; Comaniciu, Dorin
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 (BiBTeX, Who cited this?)
Kaiser, Nicole; Fieselmann, Andreas; Vesal, Sulaiman; Ravikumar, Nishant; Ritschl, Ludwig; Kappler, Steffen; Maier, Andreas
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 (BiBTeX, Who cited this?)
Kaiser, Nicole; Fieselmann,Andreas; Vesal, Sulaiman; Ravikumar, Nishant; Ritschl, Ludwig; Kappler, Steffen; Maier, Andreas
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 (BiBTeX, Who cited this?)
Haase, Viktor; Stierstorfer, Karl; Hahn, Katharina; Schöndube, Harald; Maier, Andreas; Noo, Frédéric
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 (BiBTeX, Who cited this?)
Choi, Dahim; Kim, Juhee; Chae, Seung-Hoon; Kim, Byeongjoon; Baek, Jongduk; Maier, Andreas; Fahrig, Rebecca; Park, Hyun-Seok; Choi, Jang-Hwan
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 (SPIE Medical Imaging 2019), San Diego, 16.2.-21-.2.2019, pp. no pagination, 2019 (BiBTeX, Who cited this?)
Stimpel, Bernhard; Syben, Christopher; Würfl, Tobias; Breininger, Katharina; Lommen, Jonathan; Dörfler, Arnd; Maier, Andreas
Projection Image-to-Image Translation in Hybrid X-Ray/MR Imaging
Medical Imaging 2019: Image Processing (SPIE Medical Imaging 2019), San Diego, CA, USA, 15.02.-20.02.2019, vol. 10949, pp. 1-6, 2019 (BiBTeX, Who cited this?)
Breininger, Katharina; Hanika, Moritz; Weule, Mareike; Kowarschik, Markus; Pfister, Marcus; Maier, Andreas
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 (BiBTeX, Who cited this?)
Wels, Michael; Lades, Félix; Muehlberg, Alexander; Suehling, Michael
General Purpose Radiomics for Multi-Modal Clinical Research
Proc. SPIE (Medical Imaging 2019: Computer-Aided Diagnosis), San Diego, CA, USA, 15--20.02.2019, pp. 1095046, 2019 (BiBTeX, Who cited this?)
Chen, Shuqing; Gehrer, Simone; Kaliman, Sara; Ravikumar, Nishant; Becit, Abdurrahman; Aliee, Maryam; Dudziak, Diana; Merkel, Rudolf; Smith, Ana-Sunćana; Maier, Andreas
Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration
Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen. (Bildverarbeitung für die Medizin 2019), Lübeck, 17-19.03.2019, pp. 116-121, 2019 (BiBTeX, Who cited this?)
Zarei, Shahab; Stimpel, Bernhard; Syben, Christopher; Maier, Andreas
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction
Bildverarbeitung für die Medizin 2019, Lübeck, 17.03.-19.03.2019, pp. 92-97, 2019, ISBN 978-3-658-25326-4 (BiBTeX, Who cited this?)
Amrehn, Mario; Strumia, Maddalena; Kowarschik, Markus; Maier, Andreas
Interactive Neural Network Robot User Investigation for Medical Image Segmentation
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 (BiBTeX, Who cited this?)
Aubreville, Marc; Bertram, Christof; Klopfleisch, Robert; Maier, Andreas
Field Of Interest Proposal for Augmented Mitotic Cell Count: A Comparison of Two Networks
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 (BiBTeX, Who cited this?)
Preuhs, Alexander; Manhart, Michael; Hoppe, Elisabeth; Kowarschik, Markus; Maier, Andreas
Motion Gradients for Epipolar Consisntecy
15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully 3D), Philadelphia, 02.06.2019, 2019 (BiBTeX, Who cited this?)
Hoppe, Elisabeth; Wetzl, Jens; Forman, Christoph; Körzdörfer, Gregor; Schneider, Manuel; Speier, Peter; Schmidt, Michaela; Maier, Andreas
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) (Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition)), Montreal, 11.-16.05.2019, pp. 2129, 2019 (BiBTeX, Who cited this?)
Schwinn, Leo; Haderlein, Tino; Nöth, Elmar; Maier, Andreas
Impact of Pathologies on Automatic Age Estimation
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 (BiBTeX, Who cited this?)
Yoon, Seung Su; Hoppe, Elisabeth; Schmidt, Michaela; Forman, Christoph; Puneet Sharma; Christoph Tilmanns; Maier, Andreas; Wetzl, Jens
Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks
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 (BiBTeX, Who cited this?)
Nicolaou, Anguelos; Dey, Sounak; Christlein, Vincent; Maier, Andreas; Karatzas, Dimosthenis
Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings
Reproducible Research in Pattern Recognition (RRPR 2018) (2nd Workshop on Reproducible Research in Pattern Recognition), Bejing, China, 20.08.2018, pp. 71-82, 2019 (BiBTeX, Who cited this?)
Aubreville, Marc; de Jesus Goncalves, Miguel; Knipfer, Christian; Oetter, Nicolai; Würfl, Tobias; Neumann, Helmut; Stelzle, Florian; Bohr, Christopher; Maier, Andreas
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 (BiBTeX, Who cited this?)
Hoppe, Elisabeth; Thamm, Florian; Körzdörfer, Gregor; Syben, Christopher; Schirrmacher, Franziska; Nittka, Mathias; Pfeuffer, Josef; Meyer, Heiko; Maier, Andreas
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks
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 (BiBTeX, Who cited this?)
Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas
A Divide-and-Conquer Approach towards Understanding Deep Networks
MICCAI, Shenzhen, TBD, pp. TBD, 2019 (BiBTeX, Who cited this?)
Schottenhamml, Julia; Ploner, Stefan; Moult, Eric; Duker, Jay; Waheed, Nadia; Fujimoto, James; Maier, Andreas
Deep learning based hybrid OCT-OCTA segmentation of Bruch’s membrane in pathology
Investigative Ophthalmology & Visual Science (ARVO Annual Meeting 2019), Vancouver, BC, Canada, 29.04, vol. 60, pp. 2210-2210, 2019 (BiBTeX, Who cited this?)
Preuhs, Alexander; Manhart, Michael; Roser, Philipp; Stimpel, Bernhard; Syben, Christopher; Psychogios, Marios; Kowarschik, Markus; Maier, Andreas
Image Quality Assessment for Rigid Motion Compensation
Medical Imaging Meets Neurips, Vancouver, 14.12.2019, pp. tba, 2019 (BiBTeX, Who cited this?)
Geimer, Tobias; Ploner, Stefan; Keall, Paul; Bert, Christoph; Maier, Andreas
Respiratory Deformation Estimation in X-ray Guided IMRT Using a Bilinear Model
Bildverarbeitung für die Medizin ((BVM)), Lübeck, 17.-19.03.2019, pp. 315-320, 2019 (BiBTeX, Who cited this?)
Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation
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 (BiBTeX, Who cited this?)
Luckner, Christoph; Herbst, Magdalena; Ritschl, Ludwig; Maier, Andreas; Kappler, Steffen
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 (BiBTeX, Who cited this?)
Li, Qiuting; Luckner, Christoph; Hertel, Madeleine; Radicke, Marcus; Maier, Andreas
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 (BiBTeX, Who cited this?)
Huang, Yixing; Preuhs, Alexander; Lauritsch, Guenter; Manhart, Michael; Huang, Xiaolin; Maier, Andreas
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
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 (BiBTeX, Who cited this?)
Herbst, Magdalena; Luckner, Christoph; Wicklein, Julia; Grunz, Jan-Peter; Gassenmaier, Tobias; Ritschl, Ludwig; Kappler, Steffen
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 (BiBTeX, Who cited this?)
Hoppe, Elisabeth; Thamm, Florian; Körzdörfer, Gregor; Syben, Christopher; Schirrmacher, Franziska; Nittka, Mathias; Pfeuffer, Josef; Meyer, Heiko; Maier, Andreas
RinQ Fingerprinting: Recurrence-informed Quantile Networks for Magnetic Resonance Fingerprinting
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 (BiBTeX, Who cited this?)
Husvogt, Lennart; Ploner, Stefan; Moult, Eric; Alibhai, Yasin; Schottenhamml, Julia; Duker, Jay; Waheed, Nadia; Fujimoto, James; Maier, Andreas
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 (BiBTeX, Who cited this?)
Mustafa, Ahmed; Biswas, Arijit; Bergler, Christian; Schottenhamml, Julia; Maier, Andreas
Analysis by Adversarial Synthesis - A Novel Approach for Speech Vocoding
Proc. Interspeech 2019 (Interspeech 2019), Graz, Austria, 15.09.2019-19.09.2019, pp. 191-195, 2019 (BiBTeX, Who cited this?)
Bergler, Christian; Schmitt, Manuel; Xi Cheng, Rachael; Maier, Andreas; Barth, Volker; Nöth, Elmar
Deep Learning for Orca Call Type Identification – A Fully Unsupervised Approach
Proc. Interspeech 2019 (Interspeech 2019), Graz, Austria, 15.09.2019-19.09.2019, pp. 3357-3361, 2019 (BiBTeX, Who cited this?)
Bergler, Christian; Schmitt, Manuel; Xi Cheng, Rachael; Schröter, Hendrik; Maier, Andreas; Barth, Volker; Weber, Michael; Nöth, Elmar
Deep Representation Learning for Orca Call Type Classification
Text, Speech, and Dialogue, Ljubljana, Slovenia, 11.09-13.09.2019, pp. 274-286, 2019, ISBN 978-3-030-27946-2 (BiBTeX, Who cited this?)
Schröter, Hendrik; Nöth, Elmar; Maier, Andreas; Rachael Cheng; Volker Barth; Bergler, Christian
Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning
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 (BiBTeX, Who cited this?)
Schuller, Björn W.; Batliner, Anton; Bergler, Christian; Pokorny, Florian B.; Krajewski, Jarek; Cychosz, Margaret; Vollmann, Ralf; Roelen, Sonja-Dana; Schnieder, Sebastian; Bergelson, Elika; Cristia, Alejandrina; Seidl, Amanda; Warlaumont, Anne; Yankowitz, Lisa; Nöth, Elmar; Amiriparian, Shahin; Hantke, Simone; Schmitt, Maximilian
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity
Proc. Interspeech 2019 (Interspeech 2019), Graz, Austria, 15.09.2019-19.09.2019, pp. 2378-2382, 2019 (BiBTeX, Who cited this?)
Mayr, Martin; Hoffmann, Mathis; Maier, Andreas; Christlein, Vincent
WEAKLY SUPERVISED SEGMENTATION OF CRACKS ON SOLAR CELLS USING NORMALIZED LP NORM
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 (BiBTeX, Who cited this?)
Arbogast, Nikolaus; Kurzendorfer, Tanja; Breininger, Katharina; Mountney, Peter; Toth, Daniel; Narayan, Srinivas A.; Maier, Andreas
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 (BiBTeX, Who cited this?)
Patents
Kowarschik, Markus; Maier, Andreas; Nekovar, Anton; Stadler, Reinhard
Method for adapting the brightness of an X-ray image, X-ray device, computer program and data medium
US 10 , 217 , 215 B2 (BiBTeX, Who cited this?)
Leghissa, Martino; Maier, Andreas; Stimpel, Bernhard; Syben, Christopher
Method and system for magnetic resonance imaging
US 2019 / 0064292 A1 (BiBTeX, Who cited this?)
Maier, Andreas; Häusler, Gerd; Aleksandra Milczarek; Geimer, Tobias; Markus Schreiter; Thomas Kaestner; Florian Willomitzer
Main module, system and method for self-examination of a user's eye
US20190021588A1 (BiBTeX, Who cited this?)
Tek, Huseyin; Georgescu, Bogdan; Mansi, Tommaso; Sauer, Frank; Comaniciu, Dorin; Houle, Helene; Voigt, Ingmar
Cardiac flow detection based on morphological modeling in medical diagnostic ultrasound imaging
US 15/797,161 (BiBTeX, Who cited this?)
Henderson, Steve; Mansi, Tommaso; Tatpati, Anand; Voigt, Ingmar; Rao, Bimba
Continuously oriented enhanced ultrasound imaging of a sub-volume
US 10,194,888 (BiBTeX, Who cited this?)
Scutaru, Mihai; Voigt, Ingmar; Mansi, Tommaso,; Ionasec, Razvan; Houle, Helene; Tatpati, Anand; Comaniciu, Dorin; Georgescu, Bogdan; El-Zehiri, Noha
Landmark detection with spatial and temporal constraints in medical imaging
US 10,297,027 (BiBTeX, Who cited this?)
Camus, Estelle; Mansi, Tommaso; Voigt, Ingmar
Left Atrial Appendage Closure Guidance in Medical Imaging
US 15/719,388 (BiBTeX, Who cited this?)
Voigt, Ingmar; Mansi, Tommaso; Helene, Houle
Measurement Point Determination in Medical Diagnostic Imaging
US 15/720,317 (BiBTeX, Who cited this?)
Voigt, Ingmar; Mansi, Tommaso; Georgescu, Bogdan; Houle, Helene; Comaniciu, Dorin; Ene, Codruta; Scutaru, Mihai
Valve regurgitant detection for echocardiography
US 10,271,817 (BiBTeX, Who cited this?)
Talks
Christlein, Vincent
Maschinelles Lernen zur bildbasierten Dokumentenanalyse (Talk)
at Digital Humanities (Digital Humanities Cologne Colloquium) in University of Cologne (09.05)
Bopp, Johannes
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)
Felsner, Lina
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)
Felsner, Lina
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)
Aubreville, Marc; Bertram, Christof; Klopfleisch, Robert; Maier, Andreas
Field Of Interest Proposal for Augmented Mitotic Cell Count: A Comparison of Two Networks (Talk) (Talk)
at INSTICC (BIOIMAGING/BIOSTEC 2019 Conference) in Prague, Czech Republic (23.02)
Haase, Viktor
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)
Felsner, Lina
Phase-Sensitive Region-of-Interest Computed Tomography (Talk)
at Institut für Medizinische Informatik (BVM Workshop 2019) in Lübeck (18.03)
Breininger, Katharina
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)
Chen, Shuqing
Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Bildverarbeitung für die Medizin 2019) in Lübeck (18.03)
Breininger, Katharina
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)
Breininger, Katharina; Christlein, Vincent
Tutorial: Deep Learning Fundamentals (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Workshop Bildverarbeitung für die Medizin) in Lübeck (17.03)
Vesal, Sulaiman
A 2D Dilated Residual U-NET for Multi-organ Segmentation in Thoracic CT (Talk)
(ISBI2019 SegTHOR Challenge) in Venice, Italy (10.04)
Amrehn, Mario
Interactive Neural Network Robot User Investigation for Medical Image Segmentation (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Workshop Bildverarbeitung für die Medizin (BVM)) in Lübeck (18.03)
Preuhs, Alexander; Hoppe, Elisabeth
Medizinische 3-D Bildgebung (Talk)
at Pattern Recognition Lab (SchülerßInfotag) in Friedrich-Alexander Universität Erlangen-Nürnberg (21.03)
Hoppe, Elisabeth
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)
Preuhs, Alexander
Double Your Views - Expoiting Symmetry in Transmission Imaging (Talk)
at Institut für Medizinische Informatik, Universität zu Lübeck (Bildverarbeitung für die Medizin 2019) in Lübeck (18.03)
Preuhs, Alexander
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)
Preuhs, Alexander
Motion Gradients for Epipolar Consisntecy (Talk)
at University of Pennsylvania (Fully 3D) in Philadelphia (03.06)
Yoon, Seung Su; Hoppe, Elisabeth; Schmidt, Michaela; Forman, Christoph; Sharma, Puneet; Tillmanns, Christoph; Maier, Andreas; Wetzl, Jens
Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks (Talk)
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)
Ploner, Stefan
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)
Schottenhamml, Julia
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)
Husvogt, Lennart
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)
Hoppe, Elisabeth
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)
Vesal, Sulaiman
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation (Talk)
(STACOM-MICCAI 2019) in Shenzhen, China (13.10)
Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas
A Divide-and-Conquer Approach Towards Understanding Deep Networks (Talk)
at MICCAI (MICCAI main conference) in Shenzhen (14.10)
Huang, Yixing; Preuhs, Alexander; Lauritsch, Guenter; Manhart, Michael; Huang, Xiaolin; Maier, Andreas
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior (Talk)
at InterContinental Shenzhen Hotel (MICCAI 2019 MIMLR workshop) in Shenzhen, China (17.10)
Bergler, Christian
Deep Learning for Orca Call Type Identification – A Fully Unsupervised Approach (Talk)
at Messecongress Graz (20th Annual Conference of the International Speech Communication Association Interspeech 2019) in Graz, Austria (18.09)
Bergler, Christian
Deep Representation Learning for Orca Call Type Classification (Talk)
at Faculty of Electrical Engineering of the University of Ljubljana (22nd International Conference Text, Speech, and Dialogue 2019) in Ljubljana, Slovenia (13.09)
Christlein, Vincent
Scribe Identification and Document Classification (Talk)
at Faculty of English, Oxford (Dark Archives: A Conference on the Medieval Unread and Unreadable) in Oxford (11.09)
Bergler, Christian; Schröter, Hendrik; Nöth, Elmar; Maier, Andreas; Rachael Cheng; Volker Barth
Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning (Talk)
(Conference: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)) in Brighton, United Kingdom (17.05)
Bergler, Christian
The INTERSPEECH 2019 Computational Paralinguistics Challenge: A Summary of Results (Talk)
at Messecongress Graz (22nd International Conference Text, Speech, and Dialogue 2019, ComParE 2019 Challenge) in Graz, Austria (18.09)
Sindel, Aline
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)
Felsner, Lina
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)
Breininger, Katharina
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)