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

Journal:
Nature Communications
Published:
Affiliations:
220
Authors:
347
Institutions Authors Share
The University of Texas Southwestern Medical Center (UT Southwestern Medical Center), United States of America (USA)
10.000000
10.000000
0.03
University of Patras, Greece
9.000000
0.03
American College of Radiology (ACR), United States of America (USA)
9.000000
0.03
German Cancer Research Center in the Helmholtz Association (DKFZ), Germany
8.333333
0.02
University of Pennsylvania (Penn), United States of America (USA)
7.333333
0.02
Monash University, Australia
6.500000
0.02
Queen's University, Canada
6.250000
0.02
Indian Institute of Technology Madras (IIT Madras), India
6.000000
0.02
University of California, San Francisco (UCSF), United States of America (USA)
6.000000
0.02
University of Concepción (UdeC), Chile
6.000000
0.02
The University of Iowa (UI), United States of America (USA)
6.000000
0.02
Intel, United States of America (USA)
5.500000
0.02
Indiana University Indianapolis (IU Indianapolis), United States of America (USA)
5.380952
0.02
Technical University of Munich (TUM), Germany
5.083333
0.01
The Chinese University of Hong Kong (CUHK), China
5.000000
0.01
Changping Laboratory, China
5.000000
0.01
IBM Research, United States of America (USA)
5.000000
0.01
Institute of High Performance Computing (IHPC), A*STAR, Singapore
5.000000
0.01
Georgetown University, United States of America (USA)
5.000000
0.01
University of Michigan (U-M), United States of America (USA)
5.000000
0.01
University of Colorado Anschutz Medical Campus (CU Anschutz), United States of America (USA)
5.000000
0.01
University of Calgary (U of C), Canada
4.750000
0.01
Graylight Imaging, Poland
4.500000
0.01
Masaryk University (MU), Czech Republic
4.500000
0.01
Bern University Hospital, Switzerland
4.500000
0.01
Kepler University Hospital, Austria
4.500000
0.01
MLCommons, United States of America (USA)
4.476190
0.01
Heidelberg University Hospital at Medical Faculty Heidelberg, Uni Heidelberg, Germany
4.250000
0.01
Middle East Technical University (METU), Turkey
4.000000
0.01
Washington University in St. Louis (WUSTL), United States of America (USA)
4.000000
0.01
Vanderbilt University Medical Center (VUMC), United States of America (USA)
4.000000
0.01
Michigan Medicine, U-M, United States of America (USA)
4.000000
0.01
University Hospital Zurich (UHZ), Switzerland
4.000000
0.01
University College Hospital, UI, Nigeria
4.000000
0.01
Turku University of Applied Sciences (TUAS), Finland
3.500000
0.01
University Hospital Brno, Czech Republic
3.500000
0.01
University of Wisconsin-Madison (UW-Madison), United States of America (USA)
3.500000
0.01
University of Valle, Colombia
3.500000
0.01
Federal University of Paraná (UFPR), Brazil
3.500000
0.01
University of Sherbrooke (USherbrooke), Canada
3.500000
0.01
Case Western Reserve University (CWRU), United States of America (USA)
3.333333
0.01
Icahn School of Medicine at Mount Sinai (ISMMS), MSHS, United States of America (USA)
3.333333
0.01
Symbiosis International University (SIU), India
3.000000
0.01
NYU Langone Health, United States of America (USA)
3.000000
0.01
Yonsei University, South Korea
3.000000
0.01
Vanderbilt University (VU), United States of America (USA)
3.000000
0.01
Henry Ford Health System (HFHS), United States of America (USA)
3.000000
0.01
Leeds Teaching Hospitals NHS Trust (LTHT), United Kingdom (UK)
3.000000
0.01
Sidney Kimmel Cancer Center (SKCC), TJU, United States of America (USA)
2.833333
0.01
Sage Bionetworks, United States of America (USA)
2.000000
0.01
City St George's, University of London, United Kingdom (UK)
2.000000
0.01
The University of Texas MD Anderson Cancer Center, United States of America (USA)
2.000000
0.01
University of Southern California (USC), United States of America (USA)
2.000000
0.01
NVIDIA, United States of America (USA)
2.000000
0.01
Northwestern Polytechnical University (NPU), China
2.000000
0.01
Flinders University, Australia
2.000000
0.01
Flinders Medical Center (FMC), Australia
2.000000
0.01
Luxembourg Institute of Health (LIH), Luxembourg
2.000000
0.01
Escuela Superior Politécnica del Litoral (ESPOL), Ecuador
2.000000
0.01
Baylor College of Medicine (BCM), United States of America (USA)
2.000000
0.01
Thomas Jefferson University (TJU), United States of America (USA)
2.000000
0.01
Frederick National Laboratory for Cancer Research (FNLCR), United States of America (USA)
2.000000
0.01
University of Zurich (UZH), Switzerland
1.916667
0.01
University of Barcelona (UB), Spain
1.500000
0.00
University of North Carolina at Charlotte (UNC Charlotte), United States of America (USA)
1.500000
0.00
Centro Médico Imbanaco de Cali SA, Colombia
1.500000
0.00
Heidelberg University (Uni Heidelberg), Germany
1.250000
0.00
Zhejiang University (ZJU), China
1.000000
0.00
Beihang University (BUAA), China
1.000000
0.00
Shanghai Jiao Tong University (SJTU), China
1.000000
0.00
Shanghai Artificial Intelligence Laboratory, China
1.000000
0.00
Riphah International University, Pakistan
1.000000
0.00
University of Helsinki, Finland
1.000000
0.00
École Normale Supérieure - PSL (ENS-PSL), France
1.000000
0.00
Indian Institute of Technology Kanpur (IIT Kanpur), India
1.000000
0.00
The University of Texas at Dallas (UT Dallas), United States of America (USA)
1.000000
0.00
Indian Institute of Technology Gandhinagar (IIT Gandhinagar), India
1.000000
0.00
Cornell University, United States of America (USA)
1.000000
0.00
Imperial College London (ICL), United Kingdom (UK)
1.000000
0.00
Maria Sklodowska-Curie National Research Institute of Oncology, Poland
1.000000
0.00
Nahdlatul Ulama Islamic University (UNISNU), Indonesia
1.000000
0.00
Skolkovo Institute of Science and Technology (Skoltech), Russia
1.000000
0.00
Fujian Normal University (FNU), China
1.000000
0.00
Fuzhou University (FZU), China
1.000000
0.00
National Tsing Hua University (NTHU), Taiwan
1.000000
0.00
Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), Germany
1.000000
0.00
Brown University, United States of America (USA)
1.000000
0.00
EPITA, France
1.000000
0.00
Medical College of Wisconsin (MCW), United States of America (USA)
1.000000
0.00
National Taiwan Normal University (NTNU), Taiwan
1.000000
0.00
Nanjing University of Science and Technology (NUST), China
1.000000
0.00
The Hong Kong University of Science and Technology (HKUST), China
1.000000
0.00
National Taiwan University of Science and Technology (NTUST), Taiwan
1.000000
0.00
Karlsruhe Institute of Technology (KIT), Germany
1.000000
0.00
Mayo Clinic, United States of America (USA)
1.000000
0.00
University of Virginia (UVA), United States of America (USA)
1.000000
0.00
VinBrain, Vietnam
1.000000
0.00
Children's National Health System, United States of America (USA)
1.000000
0.00
Korea Advanced Institute of Science and Technology (KAIST), South Korea
1.000000
0.00
Ukrainian Catholic University, Ukraine
1.000000
0.00
Institute Gustave-Roussy (IGR), France
1.000000
0.00
Novosibirsk State University (NSU), Russia
1.000000
0.00
Lahore University of Management Sciences (LUMS), Pakistan
1.000000
0.00
University of Bergen (UIB), Norway
1.000000
0.00
Indian Institute of Technology Delhi (IIT Delhi), India
1.000000
0.00
Mazumdar Shaw Medical Center, NH, India
1.000000
0.00
National Taiwan University (NTU), Taiwan
1.000000
0.00
National Institute of Mental Health and Neuroscience (NIMHANS), India
1.000000
0.00
Brigham and Women's Hospital (BWH), United States of America (USA)
1.000000
0.00
MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, United States of America (USA)
1.000000
0.00
TUM University Hospital Klinikum rechts der Isar (MRI), Germany
1.000000
0.00
MedStar Georgetown University Hospital, United States of America (USA)
1.000000
0.00
Catalan Institute of Oncology (ICO), Spain
1.000000
0.00
MAR Health Park, Spain
1.000000
0.00
August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain
1.000000
0.00
National University of Singapore (NUS), Singapore
1.000000
0.00
The University of Alabama at Birmingham (UAB), United States of America (USA)
1.000000
0.00
State University of Campinas (UNICAMP), Brazil
1.000000
0.00
Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP), Brazil
1.000000
0.00
Sociedad de Lucha Contra el Cáncer (SOLCA), Ecuador
1.000000
0.00
Universidad Católica de Cuenca, Ecuador
1.000000
0.00
OSU Comprehensive Cancer Center-Arthur G. James Cancer Hospital and Richard J. Solove Research Institute (OSUCCC-James), United States of America (USA)
1.000000
0.00
Clinix Healthcare, Nigeria
1.000000
0.00
Muhammad Abdullahi Wase Teaching Hospital, Nigeria
1.000000
0.00
Obafemi Awolowo University (OAU), Nigeria
1.000000
0.00
University Children's Hospital of Zurich, Switzerland
1.000000
0.00
University Medicine Rostock, Germany
1.000000
0.00
Essen University Hospital, Germany
1.000000
0.00
Factored, United States of America (USA)
0.500000
0.00
Catalan Institution for Research and Advanced Studies (ICREA), Spain
0.500000
0.00
Stanford University, United States of America (USA)
0.500000
0.00
Institute for Tissue Engineering and Regenerative Medicine (iTERM), HMGU, Germany
0.500000
0.00
Weill Cornell Medicine, United States of America (USA)
0.500000
0.00
National Imaging Facility (NIF), Australia
0.500000
0.00
Silesian University of Technology (SUT), Poland
0.500000
0.00
Columbia University Irving Medical Center (CUIMC), CU, United States of America (USA)
0.500000
0.00
Columbia University in the City of New York (CU), United States of America (USA)
0.500000
0.00
William S. Middleton Memorial Veterans Hospital, United States of America (USA)
0.500000
0.00
Health Sciences, Pitt, United States of America (USA)
0.500000
0.00
German Consortium of Translational Cancer Research (DKTK), Germany
0.500000
0.00
Hospital INC – Neurological Institute of Curitiba, Brazil
0.500000
0.00
University of Luxembourg, Luxembourg
0.500000
0.00
University Hospital Frankfurt, GU, Germany
0.500000
0.00
University of Bern (UniBE), Switzerland
0.500000
0.00
RKH Klinikum Ludwigsburg, Germany
0.500000
0.00
Queen Mary University of London (QMUL), United Kingdom (UK)
0.500000
0.00
Charles III University of Madrid (UC3M), Spain
0.500000
0.00
Centre Hospitalier Universitaire de Sherbrooke (CHUS), Canada
0.500000
0.00
University of Maryland, Baltimore (UMB), United States of America (USA)
0.500000
0.00
Qazvin Islamic Azad University (QIAU), Iran
0.500000
0.00
University of Toronto (U of T), Canada
0.500000
0.00
Unity Health Toronto, Canada
0.500000
0.00
Hasso Plattner Institute for Digital Health at Mount Sinai (HPIMS), United States of America (USA)
0.333333
0.00
University of Alberta (U of A), Canada
0.333333
0.00
Alberta Machine Intelligence Institute (AMII), Canada
0.333333
0.00
Memorial Sloan Kettering Cancer Center (MSKCC), United States of America (USA)
0.333333
0.00
University Hospital Bonn (UKB), Uni Bonn, Germany
0.333333
0.00
University of Bonn (Uni Bonn), Germany
0.333333
0.00
Tata Memorial Hospital (TMH), TMC, India
0.333333
0.00
Homi Bhabha National Institute (HBNI), India
0.333333
0.00
The Clatterbridge Cancer Centre NHS Foundation Trust, United Kingdom (UK)
0.333333
0.00
The University of Edinburgh, United Kingdom (UK)
0.333333
0.00
DZNE Site Magdeburg, Germany
0.333333
0.00
Otto-von-Guericke University Magdeburg (OVGU), Germany
0.333333
0.00
Christiana Care Health System, United States of America (USA)
0.333333
0.00
Alberta Children's Hospital Research Institute (ACHRI), Canada
0.250000
0.00
McGill University, Canada
0.250000
0.00
Melvin and Bren Simon Comprehensive Cancer Center, United States of America (USA)
0.142857
0.00