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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.

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mlcommons/medperf

License: Apache-2.0
State: the link answers
Copies: kept by the registry: this license allows it

FETS-AI/Front-End

License: other
State: the link answers
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FETS-AI/Challenge

License: none: the authors keep all their rights
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Zenodo 4633206

License: other-open
State: the link answers
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Zenodo 15102249

License: CC-BY-4.0
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fets-ai/labelfusion

License: Apache-2.0
State: the link answers
Copies: kept by the registry: this license allows it

Overview

Authors: Maximilian Zenk, Ujjwal Baid, Sarthak Pati, Akis Linardos, Brandon Edwards, Micah Sheller, Patrick Foley, Alejandro Aristizabal, David Zimmerer, Alexey Gruzdev, Jason Martin, Russell T Shinohara, Annika Reinke, Fabian Isensee, Santhosh Parampottupadam, Kaushal Parekh, Ralf Floca, Hasan Kassem, Bhakti Baheti, Siddhesh Thakur
and 327 other authorsVerena Chung, Kaisar Kushibar, Karim Lekadir, Meirui Jiang, Youtan Yin, Hongzheng Yang, Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng, Xiaofan Zhang, Shaoting Zhang, Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Mojtaba Jafaritadi, Esa Alhoniemi, Elina Kontio, Suleiman A Khan, Leon Mächler, Ivan Ezhov, Florian Kofler, Suprosanna Shit, Johannes C Paetzold, Timo Loehr, Benedikt Wiestler, Himashi Peiris, Kamlesh Pawar, Shenjun Zhong, Zhaolin Chen, Munawar Hayat, Gary Egan, Mehrtash Harandi, Ece Isik Polat, Gorkem Polat, Altan Kocyigit, Alptekin Temizel, Anup Tuladhar, Lakshay Tyagi, Raissa Souza, Nils D Forkert, Pauline Mouches, Matthias Wilms, Vishruth Shambhat, Akansh Maurya, Shubham Subhas Danannavar, Rohit Kalla, Vikas Kumar Anand, Ganapathy Krishnamurthi, Sahil Nalawade, Chandan Ganesh, Ben Wagner, Divya Reddy, Yudhajit Das, Fang F Yu, Baowei Fei, Ananth J Madhuranthakam, Joseph Maldjian, Gaurav Singh, Jianxun Ren, Wei Zhang, Ning An, Qingyu Hu, Youjia Zhang, Ying Zhou, Vasilis Siomos, Giacomo Tarroni, Jonathan Passerrat-Palmbach, Ambrish Rawat, Giulio Zizzo, Swanand Ravindra Kadhe, Jonathan P Epperlein, Stefano Braghin, Yuan Wang, Renuga Kanagavelu, Qingsong Wei, Yechao Yang, Yong Liu, Krzysztof Kotowski, Szymon Adamski, Bartosz Machura, Wojciech Malara, Lukasz Zarudzki, Jakub Nalepa, Yaying Shi, Hongjian Gao, Salman Avestimehr, Yonghong Yan, Agus S Akbar, Ekaterina Kondrateva, Hua Yang, Zhaopei Li, Hung-Yu Wu, Johannes Roth, Camillo Saueressig, Alexandre Milesi, Quoc D Nguyen, Nathan J Gruenhagen, Tsung-Ming Huang, Jun Ma, Har Shwinder H Singh, Nai-Yu Pan, Dingwen Zhang, Ramy A Zeineldin, Michal Futrega, Yading Yuan, Gian Marco Conte, Xue Feng, Quan D Pham, Yong Xia, Zhifan Jiang, Huan Minh Luu, Mariia Dobko, Alexandre Carré, Bair Tuchinov, Hassan Mohy-ud-Din, Saruar Alam, Anup Singh, Nameeta Shah, Weichung Wang, Chiharu Sako, Michel Bilello, Satyam Ghodasara, Suyash Mohan, Christos Davatzikos, Evan Calabrese, Jeffrey Rudie, Javier Villanueva-Meyer, Soonmee Cha, Christopher Hess, John Mongan, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, Raymond Y Huang, Ken Chang, Minh-Son To, Sargam Bhardwaj, Chee Chong, Marc Agzarian, Michal Kozubek, Filip Lux, Jan Michálek, Petr Matula, Miloš Ker^kovský, Tereza Kopr^ivová, Marek Dostál, Václav Vybíhal, Marco C Pinho, James Holcomb, Marie Metz, Rajan Jain, Matthew D Lee, Yvonne W Lui, Pallavi Tiwari, Ruchika Verma, Rohan Bareja, Ipsa Yadav, Jonathan Chen, Neeraj Kumar, Yuriy Gusev, Krithika Bhuvaneshwar, Anousheh Sayah, Camelia Bencheqroun, Anas Belouali, Subha Madhavan, Rivka R Colen, Aikaterini Kotrotsou, Philipp Vollmuth, Gianluca Brugnara, Chandrakanth J Preetha, Felix Sahm, Martin Bendszus, Wolfgang Wick, Abhishek Mahajan, Carmen Balaña, Jaume Capellades, Josep Puig, Yoon Seong Choi, Seung-Koo Lee, Jong Hee Chang, Sung Soo Ahn, Hassan F Shaykh, Alejandro Herrera-Trujillo, Maria Trujillo, William Escobar, Ana Abello, Jose Bernal, Jhon Gómez, Pamela LaMontagne, Daniel S Marcus, Mikhail Milchenko, Arash Nazeri, Bennett Landman, Karthik Ramadass, Kaiwen Xu, Silky Chotai, Lola B Chambless, Akshitkumar Mistry, Reid C Thompson, Ashok Srinivasan, J Rajiv Bapuraj, Arvind Rao, Nicholas Wang, Ota Yoshiaki, Toshio Moritani, Sevcan Turk, Joonsang Lee, Snehal Prabhudesai, John Garrett, Matthew Larson, Robert Jeraj, Hongwei Li, Tobias Weiss, Michael Weller, Andrea Bink, Bertrand Pouymayou, Sonam Sharma, Tzu-Chi Tseng, Saba Adabi, Alexandre Xavier Falcão, Samuel B Martins, Bernardo C A Teixeira, Flávia Sprenger, David Menotti, Diego R Lucio, Simone P Niclou, Olivier Keunen, Ann-Christin Hau, Enrique Pelaez, Heydy Franco-Maldonado, Francis Loayza, Sebastian Quevedo, Richard McKinley, Johannes Slotboom, Piotr Radojewski, Raphael Meier, Roland Wiest, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Pamela Guevara, Esteban Torche, Cristobal Mendoza, Franco Vera, Elvis Ríos, Eduardo López, Sergio A Velastin, Joseph Choi, Stephen Baek, Yusung Kim, Heba Ismael, Bryan Allen, John M Buatti, Peter Zampakis, Vasileios Panagiotopoulos, Panagiotis Tsiganos, Sotiris Alexiou, Ilias Haliassos, Evangelia I Zacharaki, Konstantinos Moustakas, Christina Kalogeropoulou, Dimitrios M Kardamakis, Bing Luo, Laila M Poisson, Ning Wen, Martin Vallières, Mahdi Ait Lhaj Loutfi, David Fortin, Martin Lepage, Fanny Morón, Jacob Mandel, Gaurav Shukla, Spencer Liem, Gregory S Alexandre, Joseph Lombardo, Joshua D Palmer, Adam E Flanders, Adam P Dicker, Godwin Ogbole, Dotun Oyekunle, Olubunmi Odafe-Oyibotha, Babatunde Osobu, Mustapha Shu’aibu Hikima, Mayowa Soneye, Farouk Dako, Adeleye Dorcas, Derrick Murcia, Eric Fu, Rourke Haas, John A Thompson, David Ryan Ormond, Stuart Currie, Kavi Fatania, Russell Frood, Amber L Simpson, Jacob J Peoples, Ricky Hu, Danielle Cutler, Fabio Y Moraes, Anh Tran, Mohammad Hamghalam, Michael A Boss, James Gimpel, Deepak Kattil Veettil, Kendall Schmidt, Lisa Cimino, Cynthia Price, Brian Bialecki, Sailaja Marella, Charles Apgar, Andras Jakab, Marc-André Weber, Errol Colak, Jens Kleesiek, John B Freymann, Justin S Kirby, Lena Maier-Hein, Jake Albrecht, Peter Mattson, Alexandros Karargyris, Prashant Shah, Bjoern Menze, Klaus Maier-Hein, Spyridon Bakas
Published: 8 July 2025
Type: Research article
Status: code verified (how the code is found and verified)
License: CC BY
Institutions: German Cancer Research Center (Germany), Heidelberg University (Germany), Indiana University Indianapolis (United States), Indiana University School of Medicine (United States), Intel (United States) (United States), University of Pennsylvania (United States), Sage Bionetworks (United States), Universitat de Barcelona (Spain), Institució Catalana de Recerca i Estudis Avançats (Spain), Chinese University of Hong Kong (Hong Kong SAR China), Zhejiang University (China), Fujian Normal University (China), Beihang University (China), Shanghai Jiao Tong University (China), Shanghai Artificial Intelligence Laboratory (China), Turku University of Applied Sciences (Finland), Riphah International University (Pakistan), Stanford Medicine (United States), Stanford University (United States), University of Helsinki (Finland), École Normale Supérieure - PSL (France), Technical University of Munich (Germany), University of Zurich (Switzerland), Cornell University (United States), Helmholtz Munich (Germany), Weill Cornell Medicine (United States), Monash University (Australia), National Imaging Facility (Australia), Middle East Technical University (Türkiye), University of Calgary (Canada), Hotchkiss Brain Institute (Canada), Indian Institute of Technology Kanpur (India), Alberta Children's Hospital Research Institute (Canada), Indian Institute of Technology Madras (India), The University of Texas Southwestern Medical Center (United States), The University of Texas at Dallas (United States), Indian Institute of Information Technology Vadodara (India), Changping Laboratory (China), City St George's, University of London (United Kingdom), Imperial College London (United Kingdom), IBM (Ireland) (Ireland), IBM Research - Ireland (Ireland), Agency for Science, Technology and Research (Singapore), Institute of High Performance Computing (Singapore), The Maria Sklodowska-Curie National Research Institute of Oncology (Poland), Silesian University of Technology (Poland), University of North Carolina at Charlotte (United States), The University of Texas MD Anderson Cancer Center (United States), University of Southern California (United States), Universitas Islam Nahdlatul Ulama Jepara, Skolkovo Institute of Science and Technology (Russia), Fuzhou University (China), National Tsing Hua University (Taiwan), Center for Scalable Data Analytics and Artificial Intelligence (Germany), Brown University (United States), Nvidia (United States) (United States), École Pour l'Informatique et les Techniques Avancées (France), Medical College of Wisconsin (United States), National Taiwan Normal University (Taiwan), Nanjing University of Science and Technology (China), Hong Kong University of Science and Technology (Hong Kong SAR China), National Taiwan University of Science and Technology (Taiwan), Northwestern Polytechnical University (China), Karlsruhe Institute of Technology (Germany), Columbia University Irving Medical Center (United States), Columbia University (United States), Mayo Clinic (United States), University of Virginia (United States), Children's National (United States), Korea Advanced Institute of Science and Technology (South Korea), Ukrainian Catholic University (Ukraine), Institut Gustave Roussy (France), Novosibirsk State University (Russia), Lahore University of Management Sciences (Pakistan), University of Bergen (Norway), Indian Institute of Technology Delhi (India), Mazumdar Shaw Medical Foundation (India), National Taiwan University (Taiwan), University of California, San Francisco (United States), Symbiosis International University (India), National Institute of Mental Health and Neurosciences (India), Brigham and Women's Hospital (United States), Harvard University (United States), Massachusetts General Hospital (United States), Athinoula A. Martinos Center for Biomedical Imaging (United States), Flinders University (Australia), Flinders Medical Centre (Australia), Masaryk University (Czechia), University Hospital Brno (Czechia), TUM Klinikum (Germany), New York University (United States), University of Wisconsin–Madison (United States), William S. Middleton Memorial Veterans Hospital (United States), Case Western Reserve University (United States), Icahn School of Medicine at Mount Sinai (United States), Memorial Sloan Kettering Cancer Center (United States), University of Alberta (Canada), Alberta Machine Intelligence Institute (Canada), Georgetown University (United States), MedStar Georgetown University Hospital (United States), University of Pittsburgh (United States), University of Bonn (Germany), University Hospital Bonn (Germany), University Hospital Heidelberg (Germany), Deutsches Konsortium für Translationale Krebsforschung (Germany), Homi Bhabha National Institute (India), Tata Memorial Hospital (India), Clatterbridge Cancer Centre NHS Foundation Trust (United Kingdom), Institut Català d'Oncologia (Spain), Parc de Salut (Spain), Hospital Clínic de Barcelona (Spain), Consorci Institut D'Investigacions Biomediques August Pi I Sunyer (Spain), National University of Singapore (Singapore), Yonsei University (South Korea), University of Alabama at Birmingham (United States), Universidad del Valle (Colombia), German Center for Neurodegenerative Diseases (Germany), University of Edinburgh (United Kingdom), Washington University in St. Louis (United States), Vanderbilt University (United States), Vanderbilt University Medical Center (United States), University of Michigan (United States), University Hospital Zurich (Switzerland), Universidade Estadual de Campinas (UNICAMP) (Brazil), Federal Institute of São Paulo (Brazil), Instituto de Neurologia de Curitiba (Brazil), Universidade Federal do Paraná (Brazil), University of Luxembourg (Luxembourg), Luxembourg Institute of Health (Luxembourg), Goethe University Frankfurt (Germany), University Hospital Frankfurt (Germany), Escuela Superior Politecnica del Litoral (Ecuador), Sociedad de Lucha Contra el Cáncer del Ecuador, Universidad Católica de Cuenca (Ecuador), University of Bern (Switzerland), University Hospital of Bern (Switzerland), Johannes Kepler University of Linz (Austria), Kepler Universitätsklinikum (Austria), Klinikum Ludwigsburg (Germany), University of Concepción (Chile), Queen Mary University of London (United Kingdom), Universidad Carlos III de Madrid (Spain), University of Iowa (United States), University of Patras (Greece), Henry Ford Health (United States), Henry Ford Hospital (United States), Université de Sherbrooke (Canada), Centre Hospitalier Universitaire de Sherbrooke (Canada), Baylor College of Medicine (United States), Christiana Care Health System (United States), Thomas Jefferson University (United States), Sidney Kimmel Cancer Center (United States), University of Maryland, Baltimore (United States), The Ohio State University (United States), University College Hospital, Ibadan (Nigeria), Muhammad Abdullahi Wase Teaching Hospital (Nigeria), Obafemi Awolowo University (Nigeria), University of Colorado Anschutz (United States), Leeds Teaching Hospitals NHS Trust (United Kingdom), Queen's University (Canada), McGill University (Canada), Qazvin Islamic Azad University (Iran), American College of Radiology (United States), University Children's Hospital Zurich (Switzerland), Universitätsmedizin Rostock (Germany), University of Rostock (Germany), University of Toronto (Canada), Unity Health Toronto (Canada), Essen University Hospital (Germany), Frederick National Laboratory for Cancer Research (United States), Leidos Biomedical Research Inc. (United States) (United States), Indiana University Melvin and Bren Simon Comprehensive Cancer Center (United States), Indiana University – Purdue University Indianapolis (United States)

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