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

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Title: Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
Authors: Zenk M; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany., Baid U; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA., Pati S; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.; Medical Research Group, MLCommons, San Francisco, CA, USA., Linardos A; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA., Edwards B; Intel Corporation, Santa Clara, CA, USA., Sheller M; Medical Research Group, MLCommons, San Francisco, CA, USA.; Intel Corporation, Santa Clara, CA, USA., Foley P; Intel Corporation, Santa Clara, CA, USA., Aristizabal A; Medical Research Group, MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA., Zimmerer D; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany., Gruzdev A; Intel Corporation, Santa Clara, CA, USA., Martin J; Intel Corporation, Santa Clara, CA, USA., Shinohara RT; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Penn Statistics in Imaging and Visualization Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Reinke A; German Cancer Research Center (DKFZ) Heidelberg, Division of Intelligent Medical Systems, Heidelberg, Germany.; Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany., Isensee F; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany., Parampottupadam S; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany., Parekh K; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany., Floca R; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany., Kassem H; Medical Research Group, MLCommons, San Francisco, CA, USA., Baheti B; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA., Thakur S; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA., Chung V; Sage Bionetworks, Seattle, WA, USA., Kushibar K; Department of Mathematics and Computer Science, Universitat de Barcelona, Barcelona, Spain., Lekadir K; Department of Mathematics and Computer Science, Universitat de Barcelona, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain.; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain., Jiang M; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China., Yin Y; Department of Computer Science and Technology, Zhejiang University, Hangzhou, China., Yang H; Department of Computer Science and Engineering, Beihang University, Beijing, China., Liu Q; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China., Chen C; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China., Dou Q; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China., Heng PA; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China., Zhang X; Shanghai Jiao Tong University, Shanghai, China., Zhang S; Shanghai Artificial Intelligence Laboratory, Shanghai, China., Khan MI; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland., Azeem MA; Riphah International University, Islamabad, Pakistan., Jafaritadi M; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland.; Department of Radiology, Stanford University, Stanford, CA, USA., Alhoniemi E; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland., Kontio E; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland., Khan SA; University of Helsinki, Helsinki, Finland., Mächler L; École Normale Supérieure, Paris, France., Ezhov I; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany., Kofler F; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, Technical University of Munich, Munich, Germany.; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland., Shit S; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland., Paetzold JC; ITERM Institute Helmholtz Zentrum Muenchen, Neuherberg, Germany.; Department of Radiology, Weill Cornell Medicine, Cornell University, New York, NY, USA., Loehr T; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany., Wiestler B; Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, Technical University of Munich, Munich, Germany., Peiris H; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; Department of Electrical and Computer Systems Engineering, Faculty of Engineering, Monash University, Melbourne, VIC, Australia.; Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia., Pawar K; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; School of Psychological Sciences, Monash University, Melbourne, VIC, Australia., Zhong S; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; National Imaging Facility, St Lucia, QLD, Australia., Chen Z; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia., Hayat M; Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia., Egan G; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; School of Psychological Sciences, Monash University, Melbourne, VIC, Australia., Harandi M; Department of Electrical and Computer Systems Engineering, Faculty of Engineering, Monash University, Melbourne, VIC, Australia., Isik Polat E; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey., Polat G; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey., Kocyigit A; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey., Temizel A; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey., Tuladhar A; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada., Tyagi L; Department of Chemical Engineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India., Souza R; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Biomedical Engineering Program, University of Calgary, Calgary, AB, Canada., Forkert ND; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada., Mouches P; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Biomedical Engineering Program, University of Calgary, Calgary, AB, Canada., Wilms M; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada., Shambhat V; Department of Engineering Design, IIT Madras, Chennai, India., Maurya A; Robert Bosch Center of Data Science and AI, IIT Madras, Chennai, India., Danannavar SS; Department of Engineering Design, IIT Madras, Chennai, India., Kalla R; Department of Engineering Design, IIT Madras, Chennai, India., Anand VK; Department of Engineering Design, IIT Madras, Chennai, India., Krishnamurthi G; Department of Engineering Design, IIT Madras, Chennai, India., Nalawade S; University of Texas Southwestern Medical Center, Dallas, TX, USA., Ganesh C; University of Texas Southwestern Medical Center, Dallas, TX, USA., Wagner B; University of Texas Southwestern Medical Center, Dallas, TX, USA., Reddy D; University of Texas Southwestern Medical Center, Dallas, TX, USA., Das Y; University of Texas Southwestern Medical Center, Dallas, TX, USA., Yu FF; University of Texas Southwestern Medical Center, Dallas, TX, USA., Fei B; Department of Bioengineering, University of Texas at Dallas, Dallas, TX, USA., Madhuranthakam AJ; University of Texas Southwestern Medical Center, Dallas, TX, USA., Maldjian J; University of Texas Southwestern Medical Center, Dallas, TX, USA., Singh G; Indian Institute of Information Technology Vadodara, Gandhinagar, India., Ren J; Changping Laboratory, Beijing, China., Zhang W; Changping Laboratory, Beijing, China., An N; Changping Laboratory, Beijing, China., Hu Q; School of Electrical and Computer Engineering, Cornell University, Ithaca, NY, USA., Zhang Y; Changping Laboratory, Beijing, China., Zhou Y; Changping Laboratory, Beijing, China., Siomos V; City St George's, University of London, London, UK., Tarroni G; City St George's, University of London, London, UK.; Imperial College London, London, UK., Passerrat-Palmbach J; City St George's, University of London, London, UK.; Imperial College London, London, UK., Rawat A; IBM Research, Dublin, Ireland., Zizzo G; IBM Research, Dublin, Ireland., Kadhe SR; IBM Research, Dublin, Ireland., Epperlein JP; IBM Research, Dublin, Ireland., Braghin S; IBM Research, Dublin, Ireland., Wang Y; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Kanagavelu R; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Wei Q; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Yang Y; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Liu Y; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Kotowski K; Graylight Imaging, Gliwice, Poland., Adamski S; Graylight Imaging, Gliwice, Poland., Machura B; Graylight Imaging, Gliwice, Poland., Malara W; Graylight Imaging, Gliwice, Poland., Zarudzki L; Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Gliwice, Poland., Nalepa J; Graylight Imaging, Gliwice, Poland.; Silesian University of Technology, Gliwice, Poland., Shi Y; University of North Carolina at Charlotte, Charlotte, NC, USA.; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Gao H; University of Southern California, Los Angeles, CA, USA., Avestimehr S; University of Southern California, Los Angeles, CA, USA., Yan Y; University of North Carolina at Charlotte, Charlotte, NC, USA., Akbar AS; Universitas Islam Nahdlatul Ulama Jepara, Jepara, Indonesia., Kondrateva E; Skolkovo Institute of Science and Technology, Moscow, Russia., Yang H; Fujian Normal University, Fuzhou, China., Li Z; Fuzhou University, Fuzhou, China., Wu HY; National Tsing Hua University, Hsinchu, Taiwan., Roth J; ScaDS.AI, Dresden, Germany., Saueressig C; Brown University, Providence, RI, USA., Milesi A; NVIDIA, Santa Clara, CA, USA., Nguyen QD; EPITA, Le Kremlin-Bicêtre, France., Gruenhagen NJ; Medical College of Wiconsin, Milwaukee, WI, USA., Huang TM; Department of Mathematics, National Taiwan Normal University, Taipei, Taiwan., Ma J; Nanjing University of Science and Technology, Nanjing, China., Singh HSH; Hong Kong University of Science and Technology, Hong Kong, Hong Kong Special Administrative Region of China, China., Pan NY; National Taiwan University of Science and Technology, Taipei, Taiwan., Zhang D; School of Automation, Northwestern Polytechnical University, Xi'an, China., Zeineldin RA; Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany., Futrega M; NVIDIA, Santa Clara, CA, USA., Yuan Y; Department of Radiation Oncology, Columbia University Irving Medical Center, New York, NY, USA.; Columbia University Data Science Institute, New York, NY, USA., Conte GM; Department of Radiology, Mayo Clinic, Rochester, MN, USA., Feng X; University of Virginia, Charlottesville, VA, USA., Pham QD; VinBrain, Hanoi, Vietnam., Xia Y; School of Computer Science and Engineering, Northwestern Polytechnical University, Xi'an, China., Jiang Z; Children's National Hospital, Washington, DC, USA., Luu HM; MRI Lab, KAIST, Daejeon, Korea., Dobko M; Ukrainian Catholic University, Lviv, Ukraine., Carré A; Gustave Roussy Cancer Campus, Villejuif, France., Tuchinov B; Novosibirsk State University, Novosibirsk, Russia., Mohy-Ud-Din H; Department of Electrical Engineering, Syed Babar Ali School of Science and Engineering, LUMS, Lahore, Pakistan., Alam S; University of Bergen, Bergen, Norway., Singh A; Indian Institute of Technology, Delhi, India., Shah N; Mazumdar Shaw Medical Foundation, Bengaluru, India., Wang W; Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan., Sako C; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA., Bilello M; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA., Ghodasara S; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA., Mohan S; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA., Davatzikos C; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA., Calabrese E; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Rudie J; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Villanueva-Meyer J; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Cha S; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Hess C; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Mongan J; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Ingalhalikar M; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, India., Jadhav M; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, India., Pandey U; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, India., Saini J; Department of Neuroimaging and interventional Radiology, National Institute of Mental Health and Neurosciences, Bangalore, India., Huang RY; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Chang K; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA., To MS; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia., Bhardwaj S; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia., Chong C; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia., Agzarian M; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia., Kozubek M; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Lux F; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Michálek J; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Matula P; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Ker Kovský M; Department of Radiology and Nuclear Medicine, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic., Kopr Ivová T; Department of Radiology and Nuclear Medicine, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic., Dostál M; Department of Radiology and Nuclear Medicine, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic.; Department of Biophysics, Faculty of Medicine, Masaryk University, Brno, Czech Republic., Vybíhal V; Department of Neurosurgery, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic., Pinho MC; University of Texas Southwestern Medical Center, Dallas, TX, USA., Holcomb J; University of Texas Southwestern Medical Center, Dallas, TX, USA., Metz M; Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany., Jain R; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA.; Department of Neurosurgery, NYU Grossman School of Medicine, New York, NY, USA., Lee MD; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA., Lui YW; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA., Tiwari P; Department of Radiology, Biomedical Engineering, Medical Physics, University of Wisconsin School of Medicine & Public Health, Madison, WI, USA.; William S. Middleton Memorial Veterans Affairs (VA), Madison, WI, USA., Verma R; Case Western Reserve University, Cleveland, OH, USA.; Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.; Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Bareja R; Case Western Reserve University, Cleveland, OH, USA., Yadav I; Case Western Reserve University, Cleveland, OH, USA., Chen J; Case Western Reserve University, Cleveland, OH, USA., Kumar N; University of Alberta, Edmonton, AB, Canada.; Alberta Machine Intelligence Institute, Edmonton, AB, Canada.; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Gusev Y; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Bhuvaneshwar K; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Sayah A; Division of Neuroradiology & Neurointerventional Radiology, MedStar Georgetown University Hospital, Department of Radiology, Washington, DC, USA., Bencheqroun C; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Belouali A; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Madhavan S; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Colen RR; Department of Radiology, Neuroradiology Division, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA., Kotrotsou A; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA., Vollmuth P; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Division for Computational Radiology & Clinical AI, University Hospital Bonn, Bonn, Germany.; Faculty of Medicine, University of Bonn, Bonn, Germany., Brugnara G; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Preetha CJ; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Sahm F; Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ), Heidelberg, Germany., Bendszus M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Wick W; Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany.; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany., Mahajan A; Department of Radiodiagnosis and Imaging, Tata Memorial Centre, Tata Memorial Hospital, HBNI, Mumbai, India.; Department of Imaging, The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK., Balaña C; Catalan Institute of Oncology, Badalona, Spain., Capellades J; Consorci MAR Parc de Salut de Barcelona, Catalonia, Spain., Puig J; Radiology Department CDI and IDIBAPS, Hospital Clinic of Barcelona, Barcelona, Spain., Choi YS; National University of Singapore, Yong Loo Lin School of Medicine, Singapore, Singapore., Lee SK; Yonsei University College of Medicine, Seoul, Korea., Chang JH; Yonsei University College of Medicine, Seoul, Korea., Ahn SS; Yonsei University College of Medicine, Seoul, Korea., Shaykh HF; University of Alabama in Birmingham, Birmingham, AL, USA., Herrera-Trujillo A; Clínica Imbanaco QuirónSalud, Cali, Colombia.; Universidad del Valle, Cali, Colombia., Trujillo M; Universidad del Valle, Cali, Colombia., Escobar W; Clínica Imbanaco QuirónSalud, Cali, Colombia., Abello A; Universidad del Valle, Cali, Colombia., Bernal J; The University of Edinburgh, Edinburgh, UK.; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute for cognitive neurology and dementia research (IKND), Magdeburg, Germany., Gómez J; Universidad del Valle, Cali, Colombia., LaMontagne P; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA., Marcus DS; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA., Milchenko M; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA.; Neuroimaging Informatics and Analysis Center, Washington University in St. Louis, St. Louis, MO, USA., Nazeri A; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA., Landman B; Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA., Ramadass K; Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA., Xu K; Department of Computer Science, Vanderbilt University, Nashville, TN, USA., Chotai S; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Chambless LB; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Mistry A; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Thompson RC; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Srinivasan A; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Bapuraj JR; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Rao A; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Wang N; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Yoshiaki O; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Moritani T; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Turk S; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Lee J; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Prabhudesai S; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Garrett J; Department of Radiology, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.; Department of Medical Physics, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA., Larson M; Department of Radiology, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA., Jeraj R; Department of Medical Physics, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA., Li H; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland., Weiss T; Department of Neurology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland., Weller M; Department of Neurology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland., Bink A; Department of Neuroradiology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland., Pouymayou B; Department of Neuroradiology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland., Sharma S; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Tseng TC; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Adabi S; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Xavier Falcão A; Institute of Computing, University of Campinas, Campinas, São Paulo, Brazil., Martins SB; Federal Institute of Education, Science, and Technology of São Paulo, Araraquara, São Paulo, Brazil., Teixeira BCA; Instituto de Neurologia de Curitiba, Curitiba, Paraná, Brazil.; Federal University of Parana, Curitiba, Paraná, Brazil., Sprenger F; Federal University of Parana, Curitiba, Paraná, Brazil., Menotti D; Department of Informatics, Federal University of Parana, Curitiba, Paraná, Brazil., Lucio DR; Department of Informatics, Federal University of Parana, Curitiba, Paraná, Brazil., Niclou SP; NORLUX Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg.; Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg., Keunen O; Brain Imaging and Neuro Epidemiology Group, Luxembourg Institute of Health, Luxembourg, Luxembourg., Hau AC; NORLUX Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg.; Goethe University, University Hospital, Dr. Senckenberg Institute of Neurooncology, Frankfurt am Main, Germany., Pelaez E; Escuela Superior Politecnica del Litoral, Guayaquil, Guayas, Ecuador., Franco-Maldonado H; Sociedad de Lucha Contral el Cancer - SOLCA, Guayaquil, Ecuador., Loayza F; Escuela Superior Politecnica del Litoral, Guayaquil, Guayas, Ecuador., Quevedo S; Universidad Católica de Cuenca, Cuenca, Ecuador., McKinley R; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Slotboom J; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Radojewski P; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Meier R; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Wiest R; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland.; Institute for Surgical Technology and Biomechanics, University of Bern, Bern, Switzerland., Trenkler J; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Pichler J; Department of Neurooncology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Necker G; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Haunschmidt A; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Meckel S; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.; Institute of Diagnostic and Interventional Neuroradiology, RKH Klinikum Ludwigsburg, Ludwigsburg, Germany., Guevara P; Universidad de Concepción, Concepción, Chile., Torche E; Universidad de Concepción, Concepción, Chile., Mendoza C; Universidad de Concepción, Concepción, Chile., Vera F; Universidad de Concepción, Concepción, Chile., Ríos E; Universidad de Concepción, Concepción, Chile., López E; Universidad de Concepción, Concepción, Chile., Velastin SA; School of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK.; Department of Computer Engineering, Universidad Carlos III de Madrid, Madrid, Spain., Choi J; Department of Industrial and Systems Engineering, University of Iowa, Iowa City, IA, USA., Baek S; Department of Industrial and Systems Engineering, Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Kim Y; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Ismael H; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Allen B; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Buatti JM; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Zampakis P; Department of NeuroRadiology, University of Patras, Patras, Greece., Panagiotopoulos V; Department of Neurosurgery, University of Patras, Patras, Greece., Tsiganos P; Clinical Radiology Laboratory, Department of Medicine, University of Patras, Patras, Greece., Alexiou S; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece., Haliassos I; Department of Radiation Oncology, University of Patras, Patras, Greece., Zacharaki EI; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece., Moustakas K; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece., Kalogeropoulou C; Department of NeuroRadiology, University of Patras, Patras, Greece., Kardamakis DM; Department of Radiation Oncology, University of Patras, Patras, Greece., Luo B; Department of Radiation Oncology, Henry Ford Health, Detroit, MI, USA., Poisson LM; Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA., Wen N; Department of Radiation Oncology, Henry Ford Health, Detroit, MI, USA., Vallières M; Department of Computer Science, Université de Sherbrooke, Sherbrooke, QC, Canada.; Centre de recherche du Centre hospitalier universitaire de Sherbrooke, Sherbrooke, QC, Canada., Loutfi MAL; Department of Computer Science, Université de Sherbrooke, Sherbrooke, QC, Canada., Fortin D; Division of Neurosurgery and Neuro-Oncology, Faculty of Medicine and Health Science, Université de Sherbrooke, Sherbrooke, QC, Canada., Lepage M; Department of Nuclear Medicine and Radiobiology, Sherbrooke Molecular Imaging Centre, Université de Sherbrooke, Sherbrooke, QC, Canada., Morón F; Department of Radiology, Baylor College of Medicine, Houston, TX, USA., Mandel J; Department of Neurology, Baylor College of Medicine, Houston, TX, USA., Shukla G; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiation Oncology, Christiana Care Health System, Philadelphia, PA, USA.; Department of Radiation Oncology, Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA., Liem S; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA., Alexandre GS; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.; Department of Radiation Oncology, University of Maryland, Baltimore, MD, USA., Lombardo J; Department of Radiation Oncology, Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA., Palmer JD; Department of Radiation Oncology, James Cancer Center, The Ohio State University, Columbus, OH, USA., Flanders AE; 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American College of Radiology (ACR), Reston, VA, USA., Cimino L; American College of Radiology (ACR), Reston, VA, USA., Price C; American College of Radiology (ACR), Reston, VA, USA., Bialecki B; American College of Radiology (ACR), Reston, VA, USA., Marella S; American College of Radiology (ACR), Reston, VA, USA., Apgar C; Center for Research and Innovation, American College of Radiology, Philadelphia, PA, USA., Jakab A; Center for MR-Research, University Children's Hospital Zurich, Zurich, Switzerland., Weber MA; Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany., Colak E; Department of Medical Imaging, Unity Health Toronto, University of Toronto, Toronto, ON, Canada., Kleesiek J; Institute for AI in Medicine (IKIM), University Hospital Essen, Essen, Germany., Freymann JB; Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA., Kirby JS; Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA., Maier-Hein L; 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Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA. spbakas@iu.edu.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA. spbakas@iu.edu.; Medical Research Group, MLCommons, San Francisco, CA, USA. spbakas@iu.edu.; Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA. spbakas@iu.edu.; Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA. spbakas@iu.edu.; Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA. spbakas@iu.edu.; Department of Computer Science, Luddy School of Informatics, Computing, and Engineering, Indiana University, Indianapolis, IN, USA. spbakas@iu.edu.
Source: Nature communications [Nat Commun] 2025 Jul 08; Vol. 16 (1), pp. 6274. Date of Electronic Publication: 2025 Jul 08.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
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  Data: Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
– Name: Author
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  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Zenk+M%22">Zenk M</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Baid+U%22">Baid U</searchLink>; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.<br /><searchLink fieldCode="AU" term="%22Pati+S%22">Pati S</searchLink>; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.; Medical Research Group, MLCommons, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Linardos+A%22">Linardos A</searchLink>; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.<br /><searchLink fieldCode="AU" term="%22Edwards+B%22">Edwards B</searchLink>; Intel Corporation, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Sheller+M%22">Sheller M</searchLink>; Medical Research Group, MLCommons, San Francisco, CA, USA.; Intel Corporation, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Foley+P%22">Foley P</searchLink>; Intel Corporation, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Aristizabal+A%22">Aristizabal A</searchLink>; Medical Research Group, MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.<br /><searchLink fieldCode="AU" term="%22Zimmerer+D%22">Zimmerer D</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Gruzdev+A%22">Gruzdev A</searchLink>; Intel Corporation, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Martin+J%22">Martin J</searchLink>; Intel Corporation, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Shinohara+RT%22">Shinohara RT</searchLink>; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Penn Statistics in Imaging and Visualization Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Reinke+A%22">Reinke A</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Intelligent Medical Systems, Heidelberg, Germany.; Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Isensee+F%22">Isensee F</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Parampottupadam+S%22">Parampottupadam S</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Parekh+K%22">Parekh K</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Floca+R%22">Floca R</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kassem+H%22">Kassem H</searchLink>; Medical Research Group, MLCommons, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Baheti+B%22">Baheti B</searchLink>; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.<br /><searchLink fieldCode="AU" term="%22Thakur+S%22">Thakur S</searchLink>; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.<br /><searchLink fieldCode="AU" term="%22Chung+V%22">Chung V</searchLink>; Sage Bionetworks, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Kushibar+K%22">Kushibar K</searchLink>; Department of Mathematics and Computer Science, Universitat de Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Lekadir+K%22">Lekadir K</searchLink>; Department of Mathematics and Computer Science, Universitat de Barcelona, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain.; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Jiang+M%22">Jiang M</searchLink>; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Yin+Y%22">Yin Y</searchLink>; Department of Computer Science and Technology, Zhejiang University, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Yang+H%22">Yang H</searchLink>; Department of Computer Science and Engineering, Beihang University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Liu+Q%22">Liu Q</searchLink>; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Chen+C%22">Chen C</searchLink>; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Dou+Q%22">Dou Q</searchLink>; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Heng+PA%22">Heng PA</searchLink>; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Zhang+X%22">Zhang X</searchLink>; Shanghai Jiao Tong University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zhang+S%22">Zhang S</searchLink>; Shanghai Artificial Intelligence Laboratory, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Khan+MI%22">Khan MI</searchLink>; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland.<br /><searchLink fieldCode="AU" term="%22Azeem+MA%22">Azeem MA</searchLink>; Riphah International University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Jafaritadi+M%22">Jafaritadi M</searchLink>; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland.; Department of Radiology, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Alhoniemi+E%22">Alhoniemi E</searchLink>; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland.<br /><searchLink fieldCode="AU" term="%22Kontio+E%22">Kontio E</searchLink>; School of Data Engineering and AI Technologies, Turku University of Applied Sciences, Turku, Finland.<br /><searchLink fieldCode="AU" term="%22Khan+SA%22">Khan SA</searchLink>; University of Helsinki, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Mächler+L%22">Mächler L</searchLink>; École Normale Supérieure, Paris, France.<br /><searchLink fieldCode="AU" term="%22Ezhov+I%22">Ezhov I</searchLink>; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Kofler+F%22">Kofler F</searchLink>; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, Technical University of Munich, Munich, Germany.; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Shit+S%22">Shit S</searchLink>; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Paetzold+JC%22">Paetzold JC</searchLink>; ITERM Institute Helmholtz Zentrum Muenchen, Neuherberg, Germany.; Department of Radiology, Weill Cornell Medicine, Cornell University, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Loehr+T%22">Loehr T</searchLink>; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Wiestler+B%22">Wiestler B</searchLink>; Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Peiris+H%22">Peiris H</searchLink>; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; Department of Electrical and Computer Systems Engineering, Faculty of Engineering, Monash University, Melbourne, VIC, Australia.; Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Pawar+K%22">Pawar K</searchLink>; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; School of Psychological Sciences, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Zhong+S%22">Zhong S</searchLink>; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; National Imaging Facility, St Lucia, QLD, Australia.<br /><searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Hayat+M%22">Hayat M</searchLink>; Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Egan+G%22">Egan G</searchLink>; Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia.; School of Psychological Sciences, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Harandi+M%22">Harandi M</searchLink>; Department of Electrical and Computer Systems Engineering, Faculty of Engineering, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Isik+Polat+E%22">Isik Polat E</searchLink>; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.<br /><searchLink fieldCode="AU" term="%22Polat+G%22">Polat G</searchLink>; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.<br /><searchLink fieldCode="AU" term="%22Kocyigit+A%22">Kocyigit A</searchLink>; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.<br /><searchLink fieldCode="AU" term="%22Temizel+A%22">Temizel A</searchLink>; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.<br /><searchLink fieldCode="AU" term="%22Tuladhar+A%22">Tuladhar A</searchLink>; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Tyagi+L%22">Tyagi L</searchLink>; Department of Chemical Engineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India.<br /><searchLink fieldCode="AU" term="%22Souza+R%22">Souza R</searchLink>; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Biomedical Engineering Program, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Forkert+ND%22">Forkert ND</searchLink>; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Mouches+P%22">Mouches P</searchLink>; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Biomedical Engineering Program, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Wilms+M%22">Wilms M</searchLink>; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Shambhat+V%22">Shambhat V</searchLink>; Department of Engineering Design, IIT Madras, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Maurya+A%22">Maurya A</searchLink>; Robert Bosch Center of Data Science and AI, IIT Madras, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Danannavar+SS%22">Danannavar SS</searchLink>; Department of Engineering Design, IIT Madras, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Kalla+R%22">Kalla R</searchLink>; Department of Engineering Design, IIT Madras, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Anand+VK%22">Anand VK</searchLink>; Department of Engineering Design, IIT Madras, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Krishnamurthi+G%22">Krishnamurthi G</searchLink>; Department of Engineering Design, IIT Madras, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Nalawade+S%22">Nalawade S</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Ganesh+C%22">Ganesh C</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Wagner+B%22">Wagner B</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Reddy+D%22">Reddy D</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Das+Y%22">Das Y</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Yu+FF%22">Yu FF</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Fei+B%22">Fei B</searchLink>; Department of Bioengineering, University of Texas at Dallas, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Madhuranthakam+AJ%22">Madhuranthakam AJ</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Maldjian+J%22">Maldjian J</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Singh+G%22">Singh G</searchLink>; Indian Institute of Information Technology Vadodara, Gandhinagar, India.<br /><searchLink fieldCode="AU" term="%22Ren+J%22">Ren J</searchLink>; Changping Laboratory, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; Changping Laboratory, Beijing, China.<br /><searchLink fieldCode="AU" term="%22An+N%22">An N</searchLink>; Changping Laboratory, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Hu+Q%22">Hu Q</searchLink>; School of Electrical and Computer Engineering, Cornell University, Ithaca, NY, USA.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Changping Laboratory, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Zhou+Y%22">Zhou Y</searchLink>; Changping Laboratory, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Siomos+V%22">Siomos V</searchLink>; City St George's, University of London, London, UK.<br /><searchLink fieldCode="AU" term="%22Tarroni+G%22">Tarroni G</searchLink>; City St George's, University of London, London, UK.; Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Passerrat-Palmbach+J%22">Passerrat-Palmbach J</searchLink>; City St George's, University of London, London, UK.; Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Rawat+A%22">Rawat A</searchLink>; IBM Research, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Zizzo+G%22">Zizzo G</searchLink>; IBM Research, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Kadhe+SR%22">Kadhe SR</searchLink>; IBM Research, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Epperlein+JP%22">Epperlein JP</searchLink>; IBM Research, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Braghin+S%22">Braghin S</searchLink>; IBM Research, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Kanagavelu+R%22">Kanagavelu R</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Wei+Q%22">Wei Q</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Yang+Y%22">Yang Y</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Kotowski+K%22">Kotowski K</searchLink>; Graylight Imaging, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Adamski+S%22">Adamski S</searchLink>; Graylight Imaging, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Machura+B%22">Machura B</searchLink>; Graylight Imaging, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Malara+W%22">Malara W</searchLink>; Graylight Imaging, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Zarudzki+L%22">Zarudzki L</searchLink>; Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Nalepa+J%22">Nalepa J</searchLink>; Graylight Imaging, Gliwice, Poland.; Silesian University of Technology, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Shi+Y%22">Shi Y</searchLink>; University of North Carolina at Charlotte, Charlotte, NC, USA.; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Gao+H%22">Gao H</searchLink>; University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Avestimehr+S%22">Avestimehr S</searchLink>; University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Yan+Y%22">Yan Y</searchLink>; University of North Carolina at Charlotte, Charlotte, NC, USA.<br /><searchLink fieldCode="AU" term="%22Akbar+AS%22">Akbar AS</searchLink>; Universitas Islam Nahdlatul Ulama Jepara, Jepara, Indonesia.<br /><searchLink fieldCode="AU" term="%22Kondrateva+E%22">Kondrateva E</searchLink>; Skolkovo Institute of Science and Technology, Moscow, Russia.<br /><searchLink fieldCode="AU" term="%22Yang+H%22">Yang H</searchLink>; Fujian Normal University, Fuzhou, China.<br /><searchLink fieldCode="AU" term="%22Li+Z%22">Li Z</searchLink>; Fuzhou University, Fuzhou, China.<br /><searchLink fieldCode="AU" term="%22Wu+HY%22">Wu HY</searchLink>; National Tsing Hua University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Roth+J%22">Roth J</searchLink>; ScaDS.AI, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Saueressig+C%22">Saueressig C</searchLink>; Brown University, Providence, RI, USA.<br /><searchLink fieldCode="AU" term="%22Milesi+A%22">Milesi A</searchLink>; NVIDIA, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Nguyen+QD%22">Nguyen QD</searchLink>; EPITA, Le Kremlin-Bicêtre, France.<br /><searchLink fieldCode="AU" term="%22Gruenhagen+NJ%22">Gruenhagen NJ</searchLink>; Medical College of Wiconsin, Milwaukee, WI, USA.<br /><searchLink fieldCode="AU" term="%22Huang+TM%22">Huang TM</searchLink>; Department of Mathematics, National Taiwan Normal University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Ma+J%22">Ma J</searchLink>; Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Singh+HSH%22">Singh HSH</searchLink>; Hong Kong University of Science and Technology, Hong Kong, Hong Kong Special Administrative Region of China, China.<br /><searchLink fieldCode="AU" term="%22Pan+NY%22">Pan NY</searchLink>; National Taiwan University of Science and Technology, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Zhang+D%22">Zhang D</searchLink>; School of Automation, Northwestern Polytechnical University, Xi'an, China.<br /><searchLink fieldCode="AU" term="%22Zeineldin+RA%22">Zeineldin RA</searchLink>; Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Futrega+M%22">Futrega M</searchLink>; NVIDIA, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Yuan+Y%22">Yuan Y</searchLink>; Department of Radiation Oncology, Columbia University Irving Medical Center, New York, NY, USA.; Columbia University Data Science Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Conte+GM%22">Conte GM</searchLink>; Department of Radiology, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Feng+X%22">Feng X</searchLink>; University of Virginia, Charlottesville, VA, USA.<br /><searchLink fieldCode="AU" term="%22Pham+QD%22">Pham QD</searchLink>; VinBrain, Hanoi, Vietnam.<br /><searchLink fieldCode="AU" term="%22Xia+Y%22">Xia Y</searchLink>; School of Computer Science and Engineering, Northwestern Polytechnical University, Xi'an, China.<br /><searchLink fieldCode="AU" term="%22Jiang+Z%22">Jiang Z</searchLink>; Children's National Hospital, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Luu+HM%22">Luu HM</searchLink>; MRI Lab, KAIST, Daejeon, Korea.<br /><searchLink fieldCode="AU" term="%22Dobko+M%22">Dobko M</searchLink>; Ukrainian Catholic University, Lviv, Ukraine.<br /><searchLink fieldCode="AU" term="%22Carré+A%22">Carré A</searchLink>; Gustave Roussy Cancer Campus, Villejuif, France.<br /><searchLink fieldCode="AU" term="%22Tuchinov+B%22">Tuchinov B</searchLink>; Novosibirsk State University, Novosibirsk, Russia.<br /><searchLink fieldCode="AU" term="%22Mohy-Ud-Din+H%22">Mohy-Ud-Din H</searchLink>; Department of Electrical Engineering, Syed Babar Ali School of Science and Engineering, LUMS, Lahore, Pakistan.<br /><searchLink fieldCode="AU" term="%22Alam+S%22">Alam S</searchLink>; University of Bergen, Bergen, Norway.<br /><searchLink fieldCode="AU" term="%22Singh+A%22">Singh A</searchLink>; Indian Institute of Technology, Delhi, India.<br /><searchLink fieldCode="AU" term="%22Shah+N%22">Shah N</searchLink>; Mazumdar Shaw Medical Foundation, Bengaluru, India.<br /><searchLink fieldCode="AU" term="%22Wang+W%22">Wang W</searchLink>; Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sako+C%22">Sako C</searchLink>; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Bilello+M%22">Bilello M</searchLink>; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Ghodasara+S%22">Ghodasara S</searchLink>; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Mohan+S%22">Mohan S</searchLink>; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Davatzikos+C%22">Davatzikos C</searchLink>; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Calabrese+E%22">Calabrese E</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Rudie+J%22">Rudie J</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Villanueva-Meyer+J%22">Villanueva-Meyer J</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Cha+S%22">Cha S</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Hess+C%22">Hess C</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Mongan+J%22">Mongan J</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ingalhalikar+M%22">Ingalhalikar M</searchLink>; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, India.<br /><searchLink fieldCode="AU" term="%22Jadhav+M%22">Jadhav M</searchLink>; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, India.<br /><searchLink fieldCode="AU" term="%22Pandey+U%22">Pandey U</searchLink>; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, India.<br /><searchLink fieldCode="AU" term="%22Saini+J%22">Saini J</searchLink>; Department of Neuroimaging and interventional Radiology, National Institute of Mental Health and Neurosciences, Bangalore, India.<br /><searchLink fieldCode="AU" term="%22Huang+RY%22">Huang RY</searchLink>; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Chang+K%22">Chang K</searchLink>; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA.<br /><searchLink fieldCode="AU" term="%22To+MS%22">To MS</searchLink>; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Bhardwaj+S%22">Bhardwaj S</searchLink>; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Chong+C%22">Chong C</searchLink>; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Agzarian+M%22">Agzarian M</searchLink>; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Kozubek+M%22">Kozubek M</searchLink>; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Lux+F%22">Lux F</searchLink>; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Michálek+J%22">Michálek J</searchLink>; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Matula+P%22">Matula P</searchLink>; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Ker+Kovský+M%22">Ker Kovský M</searchLink>; Department of Radiology and Nuclear Medicine, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Kopr+Ivová+T%22">Kopr Ivová T</searchLink>; Department of Radiology and Nuclear Medicine, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Dostál+M%22">Dostál M</searchLink>; Department of Radiology and Nuclear Medicine, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic.; Department of Biophysics, Faculty of Medicine, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Vybíhal+V%22">Vybíhal V</searchLink>; Department of Neurosurgery, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Pinho+MC%22">Pinho MC</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Holcomb+J%22">Holcomb J</searchLink>; University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Metz+M%22">Metz M</searchLink>; Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Jain+R%22">Jain R</searchLink>; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA.; Department of Neurosurgery, NYU Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Lee+MD%22">Lee MD</searchLink>; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Lui+YW%22">Lui YW</searchLink>; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Tiwari+P%22">Tiwari P</searchLink>; Department of Radiology, Biomedical Engineering, Medical Physics, University of Wisconsin School of Medicine & Public Health, Madison, WI, USA.; William S. Middleton Memorial Veterans Affairs (VA), Madison, WI, USA.<br /><searchLink fieldCode="AU" term="%22Verma+R%22">Verma R</searchLink>; Case Western Reserve University, Cleveland, OH, USA.; Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.; Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Bareja+R%22">Bareja R</searchLink>; Case Western Reserve University, Cleveland, OH, USA.<br /><searchLink fieldCode="AU" term="%22Yadav+I%22">Yadav I</searchLink>; Case Western Reserve University, Cleveland, OH, USA.<br /><searchLink fieldCode="AU" term="%22Chen+J%22">Chen J</searchLink>; Case Western Reserve University, Cleveland, OH, USA.<br /><searchLink fieldCode="AU" term="%22Kumar+N%22">Kumar N</searchLink>; University of Alberta, Edmonton, AB, Canada.; Alberta Machine Intelligence Institute, Edmonton, AB, Canada.; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Gusev+Y%22">Gusev Y</searchLink>; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Bhuvaneshwar+K%22">Bhuvaneshwar K</searchLink>; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Sayah+A%22">Sayah A</searchLink>; Division of Neuroradiology & Neurointerventional Radiology, MedStar Georgetown University Hospital, Department of Radiology, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Bencheqroun+C%22">Bencheqroun C</searchLink>; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Belouali+A%22">Belouali A</searchLink>; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Madhavan+S%22">Madhavan S</searchLink>; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Colen+RR%22">Colen RR</searchLink>; Department of Radiology, Neuroradiology Division, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Kotrotsou+A%22">Kotrotsou A</searchLink>; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Vollmuth+P%22">Vollmuth P</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Division for Computational Radiology & Clinical AI, University Hospital Bonn, Bonn, Germany.; Faculty of Medicine, University of Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Brugnara+G%22">Brugnara G</searchLink>; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Preetha+CJ%22">Preetha CJ</searchLink>; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Sahm+F%22">Sahm F</searchLink>; Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Bendszus+M%22">Bendszus M</searchLink>; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Wick+W%22">Wick W</searchLink>; Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany.; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Mahajan+A%22">Mahajan A</searchLink>; Department of Radiodiagnosis and Imaging, Tata Memorial Centre, Tata Memorial Hospital, HBNI, Mumbai, India.; Department of Imaging, The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK.<br /><searchLink fieldCode="AU" term="%22Balaña+C%22">Balaña C</searchLink>; Catalan Institute of Oncology, Badalona, Spain.<br /><searchLink fieldCode="AU" term="%22Capellades+J%22">Capellades J</searchLink>; Consorci MAR Parc de Salut de Barcelona, Catalonia, Spain.<br /><searchLink fieldCode="AU" term="%22Puig+J%22">Puig J</searchLink>; Radiology Department CDI and IDIBAPS, Hospital Clinic of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Choi+YS%22">Choi YS</searchLink>; National University of Singapore, Yong Loo Lin School of Medicine, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Lee+SK%22">Lee SK</searchLink>; Yonsei University College of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Chang+JH%22">Chang JH</searchLink>; Yonsei University College of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Ahn+SS%22">Ahn SS</searchLink>; Yonsei University College of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Shaykh+HF%22">Shaykh HF</searchLink>; University of Alabama in Birmingham, Birmingham, AL, USA.<br /><searchLink fieldCode="AU" term="%22Herrera-Trujillo+A%22">Herrera-Trujillo A</searchLink>; Clínica Imbanaco QuirónSalud, Cali, Colombia.; Universidad del Valle, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22Trujillo+M%22">Trujillo M</searchLink>; Universidad del Valle, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22Escobar+W%22">Escobar W</searchLink>; Clínica Imbanaco QuirónSalud, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22Abello+A%22">Abello A</searchLink>; Universidad del Valle, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22Bernal+J%22">Bernal J</searchLink>; The University of Edinburgh, Edinburgh, UK.; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute for cognitive neurology and dementia research (IKND), Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Gómez+J%22">Gómez J</searchLink>; Universidad del Valle, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22LaMontagne+P%22">LaMontagne P</searchLink>; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA.<br /><searchLink fieldCode="AU" term="%22Marcus+DS%22">Marcus DS</searchLink>; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA.<br /><searchLink fieldCode="AU" term="%22Milchenko+M%22">Milchenko M</searchLink>; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA.; Neuroimaging Informatics and Analysis Center, Washington University in St. Louis, St. Louis, MO, USA.<br /><searchLink fieldCode="AU" term="%22Nazeri+A%22">Nazeri A</searchLink>; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA.<br /><searchLink fieldCode="AU" term="%22Landman+B%22">Landman B</searchLink>; Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Ramadass+K%22">Ramadass K</searchLink>; Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Xu+K%22">Xu K</searchLink>; Department of Computer Science, Vanderbilt University, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Chotai+S%22">Chotai S</searchLink>; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Chambless+LB%22">Chambless LB</searchLink>; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Mistry+A%22">Mistry A</searchLink>; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Thompson+RC%22">Thompson RC</searchLink>; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Srinivasan+A%22">Srinivasan A</searchLink>; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Bapuraj+JR%22">Bapuraj JR</searchLink>; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Rao+A%22">Rao A</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Wang+N%22">Wang N</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Yoshiaki+O%22">Yoshiaki O</searchLink>; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Moritani+T%22">Moritani T</searchLink>; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Turk+S%22">Turk S</searchLink>; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Prabhudesai+S%22">Prabhudesai S</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Garrett+J%22">Garrett J</searchLink>; Department of Radiology, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.; Department of Medical Physics, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.<br /><searchLink fieldCode="AU" term="%22Larson+M%22">Larson M</searchLink>; Department of Radiology, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.<br /><searchLink fieldCode="AU" term="%22Jeraj+R%22">Jeraj R</searchLink>; Department of Medical Physics, UW Madison School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.<br /><searchLink fieldCode="AU" term="%22Li+H%22">Li H</searchLink>; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Weiss+T%22">Weiss T</searchLink>; Department of Neurology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Weller+M%22">Weller M</searchLink>; Department of Neurology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Bink+A%22">Bink A</searchLink>; Department of Neuroradiology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Pouymayou+B%22">Pouymayou B</searchLink>; Department of Neuroradiology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Sharma+S%22">Sharma S</searchLink>; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Tseng+TC%22">Tseng TC</searchLink>; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Adabi+S%22">Adabi S</searchLink>; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Xavier+Falcão+A%22">Xavier Falcão A</searchLink>; Institute of Computing, University of Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Martins+SB%22">Martins SB</searchLink>; Federal Institute of Education, Science, and Technology of São Paulo, Araraquara, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Teixeira+BCA%22">Teixeira BCA</searchLink>; Instituto de Neurologia de Curitiba, Curitiba, Paraná, Brazil.; Federal University of Parana, Curitiba, Paraná, Brazil.<br /><searchLink fieldCode="AU" term="%22Sprenger+F%22">Sprenger F</searchLink>; Federal University of Parana, Curitiba, Paraná, Brazil.<br /><searchLink fieldCode="AU" term="%22Menotti+D%22">Menotti D</searchLink>; Department of Informatics, Federal University of Parana, Curitiba, Paraná, Brazil.<br /><searchLink fieldCode="AU" term="%22Lucio+DR%22">Lucio DR</searchLink>; Department of Informatics, Federal University of Parana, Curitiba, Paraná, Brazil.<br /><searchLink fieldCode="AU" term="%22Niclou+SP%22">Niclou SP</searchLink>; NORLUX Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg.; Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Keunen+O%22">Keunen O</searchLink>; Brain Imaging and Neuro Epidemiology Group, Luxembourg Institute of Health, Luxembourg, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Hau+AC%22">Hau AC</searchLink>; NORLUX Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg.; Goethe University, University Hospital, Dr. Senckenberg Institute of Neurooncology, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Pelaez+E%22">Pelaez E</searchLink>; Escuela Superior Politecnica del Litoral, Guayaquil, Guayas, Ecuador.<br /><searchLink fieldCode="AU" term="%22Franco-Maldonado+H%22">Franco-Maldonado H</searchLink>; Sociedad de Lucha Contral el Cancer - SOLCA, Guayaquil, Ecuador.<br /><searchLink fieldCode="AU" term="%22Loayza+F%22">Loayza F</searchLink>; Escuela Superior Politecnica del Litoral, Guayaquil, Guayas, Ecuador.<br /><searchLink fieldCode="AU" term="%22Quevedo+S%22">Quevedo S</searchLink>; Universidad Católica de Cuenca, Cuenca, Ecuador.<br /><searchLink fieldCode="AU" term="%22McKinley+R%22">McKinley R</searchLink>; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Slotboom+J%22">Slotboom J</searchLink>; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Radojewski+P%22">Radojewski P</searchLink>; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Meier+R%22">Meier R</searchLink>; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Wiest+R%22">Wiest R</searchLink>; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland.; Institute for Surgical Technology and Biomechanics, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Trenkler+J%22">Trenkler J</searchLink>; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Pichler+J%22">Pichler J</searchLink>; Department of Neurooncology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Necker+G%22">Necker G</searchLink>; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Haunschmidt+A%22">Haunschmidt A</searchLink>; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Meckel+S%22">Meckel S</searchLink>; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.; Institute of Diagnostic and Interventional Neuroradiology, RKH Klinikum Ludwigsburg, Ludwigsburg, Germany.<br /><searchLink fieldCode="AU" term="%22Guevara+P%22">Guevara P</searchLink>; Universidad de Concepción, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22Torche+E%22">Torche E</searchLink>; Universidad de Concepción, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22Mendoza+C%22">Mendoza C</searchLink>; Universidad de Concepción, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22Vera+F%22">Vera F</searchLink>; Universidad de Concepción, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22Ríos+E%22">Ríos E</searchLink>; Universidad de Concepción, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22López+E%22">López E</searchLink>; Universidad de Concepción, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22Velastin+SA%22">Velastin SA</searchLink>; School of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK.; Department of Computer Engineering, Universidad Carlos III de Madrid, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Choi+J%22">Choi J</searchLink>; Department of Industrial and Systems Engineering, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Baek+S%22">Baek S</searchLink>; Department of Industrial and Systems Engineering, Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Kim+Y%22">Kim Y</searchLink>; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Ismael+H%22">Ismael H</searchLink>; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Allen+B%22">Allen B</searchLink>; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Buatti+JM%22">Buatti JM</searchLink>; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Zampakis+P%22">Zampakis P</searchLink>; Department of NeuroRadiology, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Panagiotopoulos+V%22">Panagiotopoulos V</searchLink>; Department of Neurosurgery, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Tsiganos+P%22">Tsiganos P</searchLink>; Clinical Radiology Laboratory, Department of Medicine, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Alexiou+S%22">Alexiou S</searchLink>; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Haliassos+I%22">Haliassos I</searchLink>; Department of Radiation Oncology, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Zacharaki+EI%22">Zacharaki EI</searchLink>; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Moustakas+K%22">Moustakas K</searchLink>; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Kalogeropoulou+C%22">Kalogeropoulou C</searchLink>; Department of NeuroRadiology, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Kardamakis+DM%22">Kardamakis DM</searchLink>; Department of Radiation Oncology, University of Patras, Patras, Greece.<br /><searchLink fieldCode="AU" term="%22Luo+B%22">Luo B</searchLink>; Department of Radiation Oncology, Henry Ford Health, Detroit, MI, USA.<br /><searchLink fieldCode="AU" term="%22Poisson+LM%22">Poisson LM</searchLink>; Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA.<br /><searchLink fieldCode="AU" term="%22Wen+N%22">Wen N</searchLink>; Department of Radiation Oncology, Henry Ford Health, Detroit, MI, USA.<br /><searchLink fieldCode="AU" term="%22Vallières+M%22">Vallières M</searchLink>; Department of Computer Science, Université de Sherbrooke, Sherbrooke, QC, Canada.; Centre de recherche du Centre hospitalier universitaire de Sherbrooke, Sherbrooke, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Loutfi+MAL%22">Loutfi MAL</searchLink>; Department of Computer Science, Université de Sherbrooke, Sherbrooke, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Fortin+D%22">Fortin D</searchLink>; Division of Neurosurgery and Neuro-Oncology, Faculty of Medicine and Health Science, Université de Sherbrooke, Sherbrooke, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Lepage+M%22">Lepage M</searchLink>; Department of Nuclear Medicine and Radiobiology, Sherbrooke Molecular Imaging Centre, Université de Sherbrooke, Sherbrooke, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Morón+F%22">Morón F</searchLink>; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Mandel+J%22">Mandel J</searchLink>; Department of Neurology, Baylor College of Medicine, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Shukla+G%22">Shukla G</searchLink>; Center for AI and Data Science for Integrated Diagnostics (AI2D), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiation Oncology, Christiana Care Health System, Philadelphia, PA, USA.; Department of Radiation Oncology, Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Liem+S%22">Liem S</searchLink>; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Alexandre+GS%22">Alexandre GS</searchLink>; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.; Department of Radiation Oncology, University of Maryland, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Lombardo+J%22">Lombardo J</searchLink>; Department of Radiation Oncology, Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Palmer+JD%22">Palmer JD</searchLink>; Department of Radiation Oncology, James Cancer Center, The Ohio State University, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Flanders+AE%22">Flanders AE</searchLink>; Department of Radiology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Dicker+AP%22">Dicker AP</searchLink>; Department of Radiation Oncology, Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Ogbole+G%22">Ogbole G</searchLink>; Department of Radiology, University College Hospital Ibadan, Oyo, Nigeria.<br /><searchLink fieldCode="AU" term="%22Oyekunle+D%22">Oyekunle D</searchLink>; Department of Radiology, University College Hospital Ibadan, Oyo, Nigeria.<br /><searchLink fieldCode="AU" term="%22Odafe-Oyibotha+O%22">Odafe-Oyibotha O</searchLink>; Clinix Healthcare, Lagos, Lagos, Nigeria.<br /><searchLink fieldCode="AU" term="%22Osobu+B%22">Osobu B</searchLink>; Department of Radiology, University College Hospital Ibadan, Oyo, Nigeria.<br /><searchLink fieldCode="AU" term="%22Shu'aibu+Hikima+M%22">Shu'aibu Hikima M</searchLink>; Department of Radiology, Muhammad Abdullahi Wase Teaching Hospital, Kano, Nigeria.<br /><searchLink fieldCode="AU" term="%22Soneye+M%22">Soneye M</searchLink>; Department of Radiology, University College Hospital Ibadan, Oyo, Nigeria.<br /><searchLink fieldCode="AU" term="%22Dako+F%22">Dako F</searchLink>; Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Dorcas+A%22">Dorcas A</searchLink>; Department of Radiology, Obafemi Awolowo University Ile-Ife, Ile-Ife, Osun, Nigeria.<br /><searchLink fieldCode="AU" term="%22Murcia+D%22">Murcia D</searchLink>; Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Fu+E%22">Fu E</searchLink>; Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Haas+R%22">Haas R</searchLink>; Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Thompson+JA%22">Thompson JA</searchLink>; Departments of Neurosurgery and Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Ormond+DR%22">Ormond DR</searchLink>; Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Currie+S%22">Currie S</searchLink>; Department of Radiology, Leeds Teaching Hospitals Trust, Leeds, UK.<br /><searchLink fieldCode="AU" term="%22Fatania+K%22">Fatania K</searchLink>; Department of Radiology, Leeds Teaching Hospitals Trust, Leeds, UK.<br /><searchLink fieldCode="AU" term="%22Frood+R%22">Frood R</searchLink>; Department of Radiology, Leeds Teaching Hospitals Trust, Leeds, UK.<br /><searchLink fieldCode="AU" term="%22Simpson+AL%22">Simpson AL</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Peoples+JJ%22">Peoples JJ</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Hu+R%22">Hu R</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Cutler+D%22">Cutler D</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.; Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada.; Faculty of Arts and Sciences, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Moraes+FY%22">Moraes FY</searchLink>; Department of Oncology, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Tran+A%22">Tran A</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Hamghalam+M%22">Hamghalam M</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.<br /><searchLink fieldCode="AU" term="%22Boss+MA%22">Boss MA</searchLink>; Center for Research and Innovation, American College of Radiology, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Gimpel+J%22">Gimpel J</searchLink>; Center for Research and Innovation, American College of Radiology, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Kattil+Veettil+D%22">Kattil Veettil D</searchLink>; American College of Radiology (ACR), Reston, VA, USA.<br /><searchLink fieldCode="AU" term="%22Schmidt+K%22">Schmidt K</searchLink>; American College of Radiology (ACR), Reston, VA, USA.<br /><searchLink fieldCode="AU" term="%22Cimino+L%22">Cimino L</searchLink>; American College of Radiology (ACR), Reston, VA, USA.<br /><searchLink fieldCode="AU" term="%22Price+C%22">Price C</searchLink>; American College of Radiology (ACR), Reston, VA, USA.<br /><searchLink fieldCode="AU" term="%22Bialecki+B%22">Bialecki B</searchLink>; American College of Radiology (ACR), Reston, VA, USA.<br /><searchLink fieldCode="AU" term="%22Marella+S%22">Marella S</searchLink>; American College of Radiology (ACR), Reston, VA, USA.<br /><searchLink fieldCode="AU" term="%22Apgar+C%22">Apgar C</searchLink>; Center for Research and Innovation, American College of Radiology, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Jakab+A%22">Jakab A</searchLink>; Center for MR-Research, University Children's Hospital Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Weber+MA%22">Weber MA</searchLink>; Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany.<br /><searchLink fieldCode="AU" term="%22Colak+E%22">Colak E</searchLink>; Department of Medical Imaging, Unity Health Toronto, University of Toronto, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Kleesiek+J%22">Kleesiek J</searchLink>; Institute for AI in Medicine (IKIM), University Hospital Essen, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Freymann+JB%22">Freymann JB</searchLink>; Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA.<br /><searchLink fieldCode="AU" term="%22Kirby+JS%22">Kirby JS</searchLink>; Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA.<br /><searchLink fieldCode="AU" term="%22Maier-Hein+L%22">Maier-Hein L</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Intelligent Medical Systems, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Albrecht+J%22">Albrecht J</searchLink>; Sage Bionetworks, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Mattson+P%22">Mattson P</searchLink>; Medical Research Group, MLCommons, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Karargyris+A%22">Karargyris A</searchLink>; Medical Research Group, MLCommons, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Shah+P%22">Shah P</searchLink>; Intel Corporation, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Menze+B%22">Menze B</searchLink>; Department of Informatics, Technical University of Munich, Munich, Germany.; TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Maier-Hein+K%22">Maier-Hein K</searchLink>; German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Heidelberg, Germany.; Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany.; Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Bakas+S%22">Bakas S</searchLink>; Center for Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA. spbakas@iu.edu.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA. spbakas@iu.edu.; Medical Research Group, MLCommons, San Francisco, CA, USA. spbakas@iu.edu.; Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA. spbakas@iu.edu.; Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA. spbakas@iu.edu.; Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA. spbakas@iu.edu.; Department of Computer Science, Luddy School of Informatics, Computing, and Engineering, Indiana University, Indianapolis, IN, USA. spbakas@iu.edu.
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  Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2025 Jul 08; Vol. 16 (1), pp. 6274. <i>Date of Electronic Publication: </i>2025 Jul 08.
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      – TitleFull: Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
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            NameFull: Zhang S
      – PersonEntity:
          Name:
            NameFull: Khan MI
      – PersonEntity:
          Name:
            NameFull: Azeem MA
      – PersonEntity:
          Name:
            NameFull: Jafaritadi M
      – PersonEntity:
          Name:
            NameFull: Alhoniemi E
      – PersonEntity:
          Name:
            NameFull: Kontio E
      – PersonEntity:
          Name:
            NameFull: Khan SA
      – PersonEntity:
          Name:
            NameFull: Mächler L
      – PersonEntity:
          Name:
            NameFull: Ezhov I
      – PersonEntity:
          Name:
            NameFull: Kofler F
      – PersonEntity:
          Name:
            NameFull: Shit S
      – PersonEntity:
          Name:
            NameFull: Paetzold JC
      – PersonEntity:
          Name:
            NameFull: Loehr T
      – PersonEntity:
          Name:
            NameFull: Wiestler B
      – PersonEntity:
          Name:
            NameFull: Peiris H
      – PersonEntity:
          Name:
            NameFull: Pawar K
      – PersonEntity:
          Name:
            NameFull: Zhong S
      – PersonEntity:
          Name:
            NameFull: Chen Z
      – PersonEntity:
          Name:
            NameFull: Hayat M
      – PersonEntity:
          Name:
            NameFull: Egan G
      – PersonEntity:
          Name:
            NameFull: Harandi M
      – PersonEntity:
          Name:
            NameFull: Isik Polat E
      – PersonEntity:
          Name:
            NameFull: Polat G
      – PersonEntity:
          Name:
            NameFull: Kocyigit A
      – PersonEntity:
          Name:
            NameFull: Temizel A
      – PersonEntity:
          Name:
            NameFull: Tuladhar A
      – PersonEntity:
          Name:
            NameFull: Tyagi L
      – PersonEntity:
          Name:
            NameFull: Souza R
      – PersonEntity:
          Name:
            NameFull: Forkert ND
      – PersonEntity:
          Name:
            NameFull: Mouches P
      – PersonEntity:
          Name:
            NameFull: Wilms M
      – PersonEntity:
          Name:
            NameFull: Shambhat V
      – PersonEntity:
          Name:
            NameFull: Maurya A
      – PersonEntity:
          Name:
            NameFull: Danannavar SS
      – PersonEntity:
          Name:
            NameFull: Kalla R
      – PersonEntity:
          Name:
            NameFull: Anand VK
      – PersonEntity:
          Name:
            NameFull: Krishnamurthi G
      – PersonEntity:
          Name:
            NameFull: Nalawade S
      – PersonEntity:
          Name:
            NameFull: Ganesh C
      – PersonEntity:
          Name:
            NameFull: Wagner B
      – PersonEntity:
          Name:
            NameFull: Reddy D
      – PersonEntity:
          Name:
            NameFull: Das Y
      – PersonEntity:
          Name:
            NameFull: Yu FF
      – PersonEntity:
          Name:
            NameFull: Fei B
      – PersonEntity:
          Name:
            NameFull: Madhuranthakam AJ
      – PersonEntity:
          Name:
            NameFull: Maldjian J
      – PersonEntity:
          Name:
            NameFull: Singh G
      – PersonEntity:
          Name:
            NameFull: Ren J
      – PersonEntity:
          Name:
            NameFull: Zhang W
      – PersonEntity:
          Name:
            NameFull: An N
      – PersonEntity:
          Name:
            NameFull: Hu Q
      – PersonEntity:
          Name:
            NameFull: Zhang Y
      – PersonEntity:
          Name:
            NameFull: Zhou Y
      – PersonEntity:
          Name:
            NameFull: Siomos V
      – PersonEntity:
          Name:
            NameFull: Tarroni G
      – PersonEntity:
          Name:
            NameFull: Passerrat-Palmbach J
      – PersonEntity:
          Name:
            NameFull: Rawat A
      – PersonEntity:
          Name:
            NameFull: Zizzo G
      – PersonEntity:
          Name:
            NameFull: Kadhe SR
      – PersonEntity:
          Name:
            NameFull: Epperlein JP
      – PersonEntity:
          Name:
            NameFull: Braghin S
      – PersonEntity:
          Name:
            NameFull: Wang Y
      – PersonEntity:
          Name:
            NameFull: Kanagavelu R
      – PersonEntity:
          Name:
            NameFull: Wei Q
      – PersonEntity:
          Name:
            NameFull: Yang Y
      – PersonEntity:
          Name:
            NameFull: Liu Y
      – PersonEntity:
          Name:
            NameFull: Kotowski K
      – PersonEntity:
          Name:
            NameFull: Adamski S
      – PersonEntity:
          Name:
            NameFull: Machura B
      – PersonEntity:
          Name:
            NameFull: Malara W
      – PersonEntity:
          Name:
            NameFull: Zarudzki L
      – PersonEntity:
          Name:
            NameFull: Nalepa J
      – PersonEntity:
          Name:
            NameFull: Shi Y
      – PersonEntity:
          Name:
            NameFull: Gao H
      – PersonEntity:
          Name:
            NameFull: Avestimehr S
      – PersonEntity:
          Name:
            NameFull: Yan Y
      – PersonEntity:
          Name:
            NameFull: Akbar AS
      – PersonEntity:
          Name:
            NameFull: Kondrateva E
      – PersonEntity:
          Name:
            NameFull: Yang H
      – PersonEntity:
          Name:
            NameFull: Li Z
      – PersonEntity:
          Name:
            NameFull: Wu HY
      – PersonEntity:
          Name:
            NameFull: Roth J
      – PersonEntity:
          Name:
            NameFull: Saueressig C
      – PersonEntity:
          Name:
            NameFull: Milesi A
      – PersonEntity:
          Name:
            NameFull: Nguyen QD
      – PersonEntity:
          Name:
            NameFull: Gruenhagen NJ
      – PersonEntity:
          Name:
            NameFull: Huang TM
      – PersonEntity:
          Name:
            NameFull: Ma J
      – PersonEntity:
          Name:
            NameFull: Singh HSH
      – PersonEntity:
          Name:
            NameFull: Pan NY
      – PersonEntity:
          Name:
            NameFull: Zhang D
      – PersonEntity:
          Name:
            NameFull: Zeineldin RA
      – PersonEntity:
          Name:
            NameFull: Futrega M
      – PersonEntity:
          Name:
            NameFull: Yuan Y
      – PersonEntity:
          Name:
            NameFull: Conte GM
      – PersonEntity:
          Name:
            NameFull: Feng X
      – PersonEntity:
          Name:
            NameFull: Pham QD
      – PersonEntity:
          Name:
            NameFull: Xia Y
      – PersonEntity:
          Name:
            NameFull: Jiang Z
      – PersonEntity:
          Name:
            NameFull: Luu HM
      – PersonEntity:
          Name:
            NameFull: Dobko M
      – PersonEntity:
          Name:
            NameFull: Carré A
      – PersonEntity:
          Name:
            NameFull: Tuchinov B
      – PersonEntity:
          Name:
            NameFull: Mohy-Ud-Din H
      – PersonEntity:
          Name:
            NameFull: Alam S
      – PersonEntity:
          Name:
            NameFull: Singh A
      – PersonEntity:
          Name:
            NameFull: Shah N
      – PersonEntity:
          Name:
            NameFull: Wang W
      – PersonEntity:
          Name:
            NameFull: Sako C
      – PersonEntity:
          Name:
            NameFull: Bilello M
      – PersonEntity:
          Name:
            NameFull: Ghodasara S
      – PersonEntity:
          Name:
            NameFull: Mohan S
      – PersonEntity:
          Name:
            NameFull: Davatzikos C
      – PersonEntity:
          Name:
            NameFull: Calabrese E
      – PersonEntity:
          Name:
            NameFull: Rudie J
      – PersonEntity:
          Name:
            NameFull: Villanueva-Meyer J
      – PersonEntity:
          Name:
            NameFull: Cha S
      – PersonEntity:
          Name:
            NameFull: Hess C
      – PersonEntity:
          Name:
            NameFull: Mongan J
      – PersonEntity:
          Name:
            NameFull: Ingalhalikar M
      – PersonEntity:
          Name:
            NameFull: Jadhav M
      – PersonEntity:
          Name:
            NameFull: Pandey U
      – PersonEntity:
          Name:
            NameFull: Saini J
      – PersonEntity:
          Name:
            NameFull: Huang RY
      – PersonEntity:
          Name:
            NameFull: Chang K
      – PersonEntity:
          Name:
            NameFull: To MS
      – PersonEntity:
          Name:
            NameFull: Bhardwaj S
      – PersonEntity:
          Name:
            NameFull: Chong C
      – PersonEntity:
          Name:
            NameFull: Agzarian M
      – PersonEntity:
          Name:
            NameFull: Kozubek M
      – PersonEntity:
          Name:
            NameFull: Lux F
      – PersonEntity:
          Name:
            NameFull: Michálek J
      – PersonEntity:
          Name:
            NameFull: Matula P
      – PersonEntity:
          Name:
            NameFull: Ker Kovský M
      – PersonEntity:
          Name:
            NameFull: Kopr Ivová T
      – PersonEntity:
          Name:
            NameFull: Dostál M
      – PersonEntity:
          Name:
            NameFull: Vybíhal V
      – PersonEntity:
          Name:
            NameFull: Pinho MC
      – PersonEntity:
          Name:
            NameFull: Holcomb J
      – PersonEntity:
          Name:
            NameFull: Metz M
      – PersonEntity:
          Name:
            NameFull: Jain R
      – PersonEntity:
          Name:
            NameFull: Lee MD
      – PersonEntity:
          Name:
            NameFull: Lui YW
      – PersonEntity:
          Name:
            NameFull: Tiwari P
      – PersonEntity:
          Name:
            NameFull: Verma R
      – PersonEntity:
          Name:
            NameFull: Bareja R
      – PersonEntity:
          Name:
            NameFull: Yadav I
      – PersonEntity:
          Name:
            NameFull: Chen J
      – PersonEntity:
          Name:
            NameFull: Kumar N
      – PersonEntity:
          Name:
            NameFull: Gusev Y
      – PersonEntity:
          Name:
            NameFull: Bhuvaneshwar K
      – PersonEntity:
          Name:
            NameFull: Sayah A
      – PersonEntity:
          Name:
            NameFull: Bencheqroun C
      – PersonEntity:
          Name:
            NameFull: Belouali A
      – PersonEntity:
          Name:
            NameFull: Madhavan S
      – PersonEntity:
          Name:
            NameFull: Colen RR
      – PersonEntity:
          Name:
            NameFull: Kotrotsou A
      – PersonEntity:
          Name:
            NameFull: Vollmuth P
      – PersonEntity:
          Name:
            NameFull: Brugnara G
      – PersonEntity:
          Name:
            NameFull: Preetha CJ
      – PersonEntity:
          Name:
            NameFull: Sahm F
      – PersonEntity:
          Name:
            NameFull: Bendszus M
      – PersonEntity:
          Name:
            NameFull: Wick W
      – PersonEntity:
          Name:
            NameFull: Mahajan A
      – PersonEntity:
          Name:
            NameFull: Balaña C
      – PersonEntity:
          Name:
            NameFull: Capellades J
      – PersonEntity:
          Name:
            NameFull: Puig J
      – PersonEntity:
          Name:
            NameFull: Choi YS
      – PersonEntity:
          Name:
            NameFull: Lee SK
      – PersonEntity:
          Name:
            NameFull: Chang JH
      – PersonEntity:
          Name:
            NameFull: Ahn SS
      – PersonEntity:
          Name:
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      – PersonEntity:
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          Dates:
            – D: 08
              M: 07
              Text: 2025 Jul 08
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 2041-1723
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Nature communications
              Type: main
ResultId 1