Federated Learning used for predicting outcomes in SARS-COV-2 patients.

Autor: Flores M; NVIDIA., Dayan I; MGH Radiology and Harvard Medical School., Roth H; NVIDIA., Zhong A; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA., Harouni A; NVIDIA., Gentili A; San Diego VA Health Care System, San Diego., Abidin A; NVIDIA., Liu A, Costa A; Mount Sinai Health System., Wood B; Radiology & Imaging Sciences / Clinical Center, National Institutes of Health., Tsai CS; Division of Cardiovascular Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, R.O.C., Wang CH; Tri-Service General Hospital, National Defense Medical Center., Hsu CN; Center for Research in Biological Systems, University of California, San Diego., Lee CK; NVIDIA., Ruan C; NVIDIA., Xu D; NVIDIA., Wu D; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA., Huang E; NVIDIA., Kitamura F; Diagnósticos da América SA (Dasa)., Lacey G; NVIDIA., César de Antônio Corradi G, Shin HH; Memorial Sloan Kettering Cancer Center., Obinata H; Self-Defense Forces Central Hospital., Ren H; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA., Crane J; Center for Intelligent Imaging, Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA., Tetreault J; NVIDIA., Guan J; NVIDIA., Garrett J; The University of Wisconsin-Madison School of Medicine and Public Health., Park JG; Yeungnam University College of Medicine., Dreyer K; Center for Clinical Data Science, Massachusetts General Brigham, Boston, MA., Juluru K; Memorial Sloan Kettering Cancer Center., Kersten K; NVIDIA., Bezerra Cavalcanti Rockenbach MA; Center for Clinical Data Science, Massachusetts General Brigham, Boston, MA., Linguraru M; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital and School of Medicine and Health Sciences, George Washington University, Washington, DC., Haider M; Joint Dept. of Medical Imaging, Sinai Health System, University of Toronto, Toronto, Canada and Lunenfeld-Tanenbaum Research Institute, Toronto, Canada., AbdelMaseeh M; Lunenfeld-Tanenbaum Research Institute, Toronto, Canada., Rieke N; NVIDIA., Damasceno P; Center for Intelligent Imaging, Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA., Cruz E Silva PM; NVIDIA., Wang P; MeDA Lab and Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan., Xu S; Center for Interventional Oncology, National Institutes of Health, Bethesda, MD, USA., Kawano S; Self-Defense Forces Central Hospital., Sriswasdi S; Chulalongkorn University., Park SY; Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea., Grist T; University of Wisconsin-Madison., Buch V; Center for Clinical Data Science, Massachusetts General Brigham, Boston, MA., Jantarabenjakul W; Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand and Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bang., Wang W; National Taiwan University., Tak WY; Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea., Li X; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA., Lin X; Harvard T.H. Chan School of Public Health., Kwon F; Mount Sinai Health System., Gilbert F; University of Cambridge., Kaggie J; Department of Radiology, NIHR Cambridge Biomedical Resource Centre, University of Cambridge., Li Q; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA., Quraini A; NVIDIA., Feng A; NVIDIA., Priest A; Department of Radiology, NIHR Cambridge Biomedical Resource Centre, Cambridge University Hospital., Turkbey B; National Institutes of Health., Glicksberg B; Icahn School of Medicine at Mount Sinai., Bizzo B; Center for Clinical Data Science, Massachusetts General Brigham, Boston, MA., Kim BS; Department of Internal Medicine, Catholic University of Daegu School of Medicine, Daegu, South Korea., Tor-Diez C; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC., Lee CC; Planning and Management Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, R.O.C. and Division of Colorectal Surgery, Department of Surgery, Tri-Service General H., Hsu CJ; Planning and Management Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, R.O.C., Lin C; School of Medicine, National Defense Medical Center, Taipei, Taiwan, R.O.C. and School of Public Health, National Defense Medical Center, Taipei, Taiwan, R.O.C. and Graduate Institute of Life Scienc., Lai CL; Medical Review and Pharmaceutical Benefits Division, National Health Insurance Administration, Taipei. Taiwan., Hess C; University of California, San Francisco., Compas C; NVIDIA., Bhatia D; NVIDIA., Oermann E; NYU Langone., Leibovitz E; The Center for Clinical Data Science, Mass General Brigham., Sasaki H; Self-Defense Forces Central Hospital., Mori H; Self-Defense Forces Central Hospital., Yang I; NVIDIA., Sohn JH; Center for Intelligent Imaging, Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA., Keshava Murthy KN; Memorial Sloan Kettering Cancer Center., Fu LC; MOST/NTU All Vista Healthcare Center, Center for Artificial Intelligence and Advanced Robotics, National Taiwan University, Taipei, Taiwan., Furtado de Mendonça MR; Diagnósticos da América SA (DASA)., Fralick M; Division of General Internal Medicine and Geriatrics (Fralick), Sinai Health System, Toronto, Canada., Kang MK; Department of Internal Medicine, Yeungnam University College of Medicine, Daegu, South Korea., Adil M; NVIDIA., Gangai N; Memorial Sloan Kettering Cancer Center., Vateekul P; Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University., Elnajjar P; Memorial Sloan Kettering Cancer Center., Hickman S; Department of Radiology, NIHR Cambridge Biomedical Resource Centre, University of Cambridge., Majumdar S; Center for Intelligent Imaging, Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA., McLeod S; Schwartz/Reisman Emergency Medicine Institute, Sinai Health, Toronto, ON, Canada and Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada., Reed S; Center for Interventional Oncology, National Institutes of Health, Bethesda, MD, USA., Graf S; University of Cambridge., Harmon S; National Cancer Institute., Kodama T; Self-Defense Forces Central Hospital., Puthanakit T; Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Center of Excellence in Pediatric Infectious Diseases and Vaccine, Chulalongkorn University., Mazzulli T; Department of Microbiology, Sinai Health/University Health Network, Toronto, Canada and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto. Canada Public Health Ontar., de Lima Lavor V; Diagnósticos da América SA (DASA)., Rakvongthai Y; Chulalongkorn University Biomedical Imaging Group and Division of Nuclear Medicine, Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand., Lee YR; Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea., Wen Y; NVIDIA.

Publikováno v: Research square [Res Sq] 2021 Jan 08. Date of Electronic Publication: 2021 Jan 08.