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2020 – today
- 2022
[j9]Jun Ma
, Yao Zhang, Song Gu, Xingle An, Zhihe Wang, Cheng Ge, Congcong Wang, Fan Zhang, Yu Wang, Yinan Xu, Shuiping Gou, Franz Thaler, Christian Payer, Darko Stern, Edward G. A. Henderson, Dónal M. McSweeney, Andrew Green, Price Jackson, Lachlan McIntosh, Quoc-Cuong Nguyen, Abdul Qayyum, Pierre-Henri Conze, Ziyan Huang, Ziqi Zhou, Deng-Ping Fan, Huan Xiong, Guoqiang Dong, Qiongjie Zhu, Jian He, Xiaoping Yang:
Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge. Medical Image Anal. 82: 102616 (2022)- 2021
- [j8]Karli Gillette, Matthias A. F. Gsell, Anton J. Prassl, Elias Karabelas, Ursula Reiter, Gert Reiter, Thomas Grandits, Christian Payer, Darko Stern, Martin Urschler, Jason D. Bayer, Christoph M. Augustin, Aurel Neic, Thomas Pock, Edward J. Vigmond, Gernot Plank:
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs. Medical Image Anal. 71: 102080 (2021) - [j7]Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke:
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 73: 102166 (2021) - [c17]Austin Tapp, Christian Payer, Jérôme Schmid, Michael Polanco, Isaac Kumi, Sebastian Y. Bawab, Stacie Ringleb, Carl St. Remy, James Bennett, Rumit Singh Kakar, Michel A. Audette:
Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 13-23 - [c16]Klemens Kasseroller, Franz Thaler, Christian Payer, Darko Stern:
Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space. IPMI 2021: 767-778 - [c15]Heimo Gursch, Harald Ganster, Alfred Rinnhofer, Georg Waltner, Christian Payer, Christian Oberwinkler, Reinhard Meisenbichler, Roman Kern:
KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting. MuC (Workshopband) 2021 - [i8]Franz Thaler, Christian Payer, Martin Urschler, Darko Stern:
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization. CoRR abs/2109.09533 (2021) - [i7]Franz Thaler, Christian Payer, Horst Bischof, Darko Stern:
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements. CoRR abs/2111.13630 (2021) - 2020
- [c14]Christian Payer, Martin Urschler, Horst Bischof, Darko Stern:
Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps. UNSURE/GRAIL@MICCAI 2020: 42-51 - [c13]Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze:
Inferring the 3D Standing Spine Posture from 2D Radiographs. MICCAI (6) 2020: 775-784 - [c12]Christian Payer, Darko Stern, Horst Bischof, Martin Urschler:
Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. VISIGRAPP (5: VISAPP) 2020: 124-133 - [i6]Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Xiangshang Zheng, Liming Xu, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke:
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. CoRR abs/2001.09193 (2020) - [i5]Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern:
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction. CoRR abs/2002.10819 (2020) - [i4]Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze:
Inferring the 3D Standing Spine Posture from 2D Radiographs. CoRR abs/2007.06612 (2020)
2010 – 2019
- 2019
- [j6]Christian Payer, Darko Stern, Horst Bischof, Martin Urschler:
Integrating spatial configuration into heatmap regression based CNNs for landmark localization. Medical Image Anal. 54: 207-219 (2019) - [j5]Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler:
Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks. Medical Image Anal. 57: 106-119 (2019) - [j4]Darko Stern, Christian Payer, Martin Urschler:
Automated age estimation from MRI volumes of the hand. Medical Image Anal. 58 (2019) - [j3]Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Guang Yang:
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. 58 (2019) - [j2]Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler:
Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data. IEEE J. Biomed. Health Informatics 23(4): 1392-1403 (2019) - [c11]Christian Payer, Darko Stern, Martin Urschler:
Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks. IVCNZ 2019: 1-6 - [c10]Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler:
Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network. MICCAI (5) 2019: 664-672 - [i3]Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang:
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR abs/1902.07880 (2019) - [i2]Christian Payer, Darko Stern, Horst Bischof, Martin Urschler:
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. CoRR abs/1908.00748 (2019) - 2018
- [c9]Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler:
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. MICCAI (2) 2018: 3-11 - [c8]Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern:
Sparse-View CT Reconstruction Using Wasserstein GANs. MLMIR@MICCAI 2018: 75-82 - [c7]Nicola Giuliani, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler:
Pulmonary Lobe Segmentation in CT Images using Alpha-Expansion. VISIGRAPP (4: VISAPP) 2018: 387-394 - [i1]Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler:
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. CoRR abs/1806.02070 (2018) - 2017
- [c6]Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler:
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI 2017: 61-69 - [c5]Christian Payer, Darko Stern, Horst Bischof, Martin Urschler:
Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations. STACOM@MICCAI 2017: 190-198 - 2016
- [j1]Christian Payer, Michael Pienn, Zoltán Bálint, Alexander Shekhovtsov, Emina Talakic, Eszter Nagy, Andrea Olschewski, Horst Olschewski, Martin Urschler:
Automated integer programming based separation of arteries and veins from thoracic CT images. Medical Image Anal. 34: 109-122 (2016) - [c4]Darko Stern, Christian Payer, Vincent Lepetit, Martin Urschler:
Automated Age Estimation from Hand MRI Volumes Using Deep Learning. MICCAI (2) 2016: 194-202 - [c3]Christian Payer, Darko Stern, Horst Bischof, Martin Urschler:
Regressing Heatmaps for Multiple Landmark Localization Using CNNs. MICCAI (2) 2016: 230-238 - 2015
- [c2]Christian Payer, Michael Pienn, Zoltán Bálint, Andrea Olschewski, Horst Olschewski, Martin Urschler:
Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming. MICCAI (2) 2015: 36-43 - [c1]Michael Pienn, Christian Payer, Andrea Olschewski, Horst Olschewski, Martin Urschler, Zoltán Bálint:
Increased Tortuosity of Pulmonary Arteries in Patients with Pulmonary Hypertension in the Arteries. MIUA 2015: 86-91
Coauthor Index
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