Christian Payer

According to our database, Christian Payer authored at least 31 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge.

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

Medical Image Anal., 2022

2021

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.

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

Medical Image Anal., 2021

A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.

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

Medical Image Anal., 2021

Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements.

Franz Thaler, Christian Payer, Horst Bischof, Darko Stern

CoRR, 2021

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization.

Franz Thaler, Christian Payer, Martin Urschler, Darko Stern

CoRR, 2021

KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting.

Heimo Gursch, Harald Ganster, Alfred Rinnhofer, Georg Waltner, Christian Payer, Christian Oberwinkler, Reinhard Meisenbichler, Roman Kern

Proceedings of the Mensch und Computer 2021, 2021

Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space.

Klemens Kasseroller, Franz Thaler, Christian Payer, Darko Stern

Proceedings of the Information Processing in Medical Imaging, 2021

Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning.

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

Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

2020

Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction.

Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern

CoRR, 2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark.

Anjany Sekuboyina, Amirhossein Bayat, Malek El Husseini, Maximilian Löffler, Markus Rempfler, Jan Kukacka, Giles Tetteh, Alexander Valentinitsch, Christian Payer, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareau, Björn H. Menze, Jan S. Kirschke

CoRR, 2020

Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps.

Christian Payer, Martin Urschler, Horst Bischof, Darko Stern

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Inferring the 3D Standing Spine Posture from 2D Radiographs.

Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data.

Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler

IEEE J. Biomed. Health Informatics, 2019

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge.

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

Medical Image Anal., 2019

Automated age estimation from MRI volumes of the hand.

Darko Stern, Christian Payer, Martin Urschler

Medical Image Anal., 2019

Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks.

Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler

Medical Image Anal., 2019

Integrating spatial configuration into heatmap regression based CNNs for landmark localization.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Medical Image Anal., 2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.

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

CoRR, 2019

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network.

Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks.

Christian Payer, Darko Stern, Martin Urschler

Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019

2018

Pulmonary Lobe Segmentation in CT Images using Alpha-Expansion.

Nicola Giuliani, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Sparse-View CT Reconstruction Using Wasserstein GANs.

Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern

Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks.

Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes.

Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

2016

Automated integer programming based separation of arteries and veins from thoracic CT images.

Christian Payer, Michael Pienn, Zoltán Bálint, Alexander Shekhovtsov, Emina Talakic, Eszter Nagy, Andrea Olschewski, Horst Olschewski, Martin Urschler

Medical Image Anal., 2016

Automated Age Estimation from Hand MRI Volumes Using Deep Learning.

Darko Stern, Christian Payer, Vincent Lepetit, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Regressing Heatmaps for Multiple Landmark Localization Using CNNs.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Increased Tortuosity of Pulmonary Arteries in Patients with Pulmonary Hypertension in the Arteries.

Michael Pienn, Christian Payer, Andrea Olschewski, Horst Olschewski, Martin Urschler, Zoltán Bálint

Proceedings of the Medical Image Understanding and Analysis, 2015

Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming.

Christian Payer, Michael Pienn, Zoltán Bálint, Andrea Olschewski, Horst Olschewski, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015