Ye Yuan, Kehan Chen, Xinqiang Yu, Wentao Xu, Heng Wang, Libo Huang, Chuanguang Yang, Yan Huang, Jiawei He, Zhulin An
机构
*
School of Information Science and Technology, ShanghaiTech University（上海科技大学信息科学与技术学院）
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Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所）
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State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所人工智能安全国家重点实验室）
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National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所模式识别国家重点实验室）
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School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院）
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XYZ Embodied AI（XYZ具身人工智能）
The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
TopCoW挑战——用于CT和MR血管造影的拓扑感知Willis环分割
Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Höher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Chinmay Prabhakar, Ezequiel de la Rosa, Bastian Wittmann, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Pengcheng Shi, Wei Liu, Ting Ma, Maximilian R. Rokuss, Yannick Kirchhoff, Fabian Isensee, Klaus Maier-Hein, Chengcheng Zhu, Huilin Zhao, Philippe Bijlenga, Julien Hämmerli, Catherine Wurster, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Hannah-Lea Handelsmann, Andrew Makmur, James Hallinan, Amrish Soundararajan, Benedikt Wiestler, Jan S. Kirschke, Evamaria O. Riedel, Roland Wiest, Emmanuel Montagnon, Laurent Letourneau-Guillon, Kwanseok Oh, Dahye Lee, Orhun Utku Aydin, Adam Hilbert, Jana Rieger, Dimitrios Rallios, Satoru Tanioka, Alexander Koch, Dietmar Frey, Abdul Qayyum, Moona Mazher, Steven Niederer, Nico Disch, Julius C. Holzschuh, Dominic LaBella, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Minghui Zhang, Xin You, Hanxiao Zhang, Guang-Zhong Yang, Yun Gu, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Müller, Nesrin Mansouri, Florent Autrusseau, Cansu Yalcin, Rachika E. Hamadache, Clara Lisazo, Joaquim Salvi, Adrià Casamitjana, Xavier Lladó, Uma Maria Lal-Trehan Estrada, Valeriia Abramova, Luca Giancardo, Arnau Oliver, Paula Casademunt, Adrian Galdran, Matteo Delucchi, Oscar Camara, Jialu Liu, Haibin Huang, Yue Cui, Zehang Lin, Yusheng Liu, Shunzhi Zhu, Tatsat R. Patel, Adnan H. Siddiqui, Vincent M. Tutino, Maysam Orouskhani, Huayu Wang, Mahmud Mossa-Basha, Yuki Sato, Sven Hirsch, Susanne Wegener, Bjoern Menze
机构
*
Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
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Institute of Computational Life Sciences, Zurich University of Applied Sciences (ZHAW), Waedenswil, Switzerland
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Department of Neuroradiology, University Hospital of Zurich, Zurich, Switzerland
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Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China
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Department of Radiology at Weill Cornell Medicine, Cornell University, New York, USA
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Institute for Tissue Engineering
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School of Computation, Information
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Technology, Technical University of Munich, Germany
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Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, USA
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School of Medicine
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Health, TUM Klinikum, Technical University of Munich, Germany
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Munich Center for Machine Learning, Munich, Germany
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Department of Computing, Imperial College London, London, UK
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Image Sciences Institute, UMC Utrecht, Utrecht, The Netherlands
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Department of Neurology
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Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
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Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
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Electronic \& Information Engineering School, Harbin Institute of Technology (Shenzhen), China
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Peng Cheng Laboratory, Shenzhen, China
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Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Faculty of Mathematics
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Computer Science, Heidelberg University, Germany
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Helmholtz Imaging, German Cancer Research Center, Heidelberg, Germany
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Data Science School for Health, Karlsruhe/Heidelberg, Germany
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Learning Group, Department of Radiation Oncology, Heidelberg University Hospital
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Department of Radiology, University of Washington, Seattle, WA, USA
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Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Department of Clinical Neurosciences, Division of Neurosurgery, Geneva University Hospitals, Geneva, Switzerland
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Department of Neurology, University Hospital of Zurich, Zurich, Switzerland
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Department of Physiology, University of Toronto, Canada
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Department of Neurosurgery, University Hospital of Zurich, Zurich, Switzerland
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Department of Diagnostic Imaging, National University Hospital, Singapore
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University of Chicago, USA
；
Department of Diagnostic
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Interventional Neuroradiology, University Hospital Berne
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University of Berne, Berne, Switzerland
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Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, Québec, Canada
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DEEPNOID Inc., Seoul, South Korea
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Department of Artificial Intelligence, Korea University, Seoul, South Korea
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Charité Lab for AI in Medicine (CLAIM), Charité Universitätsmedizin Berlin, Berlin, Germany
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Lung Institute, Faculty of Medicine, Imperial College London, London, UK
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Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
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Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA
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Institute of Medical Technology, Peking University Health Science Center, Beijing, China
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Hangzhou Genlight MedTech Co., Ltd., China
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Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China
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Department of Automation, Shanghai Jiao Tong University, Shanghai, China
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Department of Artificial Intelligence, Sungkyunkwan University, Seoul, South Korea
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Department of Electrical
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Computer Engineering, Sungkyunkwan University, Seoul, South Korea
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Shanghai MediWorks Precision Instruments Co., Ltd., China
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Institute of Informatics, HES-SO Valais-Wallis, Switzerland
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Department of Measurement
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Electronics, AGH University of Krakow, Poland
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Laboratoire de Thermique et Energie de Nantes (LTeN), Université Nantes, Polytech’Nantes, Nantes, France
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Research Institute of Computer Vision
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Center for Precision Health, McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, USA
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Physense, BCN-Medtech, Department of Communication
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Information Technologies, Universitat Pompeu Fabra, Barcelona, Spain
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Department of Mathematical Modeling
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Machine Learning, University of Zurich, Zurich, Switzerland
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Laboratory of Brain Atlas
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Brain-inspired Intelligence, Institute of Automation, Chinese Academy of Sciences, Beijing, China
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School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
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School of Computer
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Information Engineering, Xiamen University of Technology, Xiamen, China
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Vascular Research Center, University at Buffalo, NY, USA
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Department of Pathology
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Anatomical Sciences, University at Buffalo, NY, USA
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Department of Neurosurgery, University at Buffalo, NY, USA
；
LPIXEL Inc., Tokyo, Japan
CommentsSummary paper for the TopCoW Challenge: 4 figures, 1 table, and supplementary material in appendix. Accepted for publication in NEJM AI. Datasets and best-performing algorithm Dockers are available at https://zenodo.org/records/15692630 and https://zenodo.org/records/15665435
