Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.

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作者： Supreeth P,Shashikumar ^[1] ; Gabriel,Wardi ^[2] ; Paulina,Paul ^[1] ; Morgan,Carlile ^[3] ; Laura N,Brenner ^[4] ; Kathryn A,Hibbert ^[4] ; Crystal M,North ^[4] ; Shibani S,Mukerji ^[5] ; Gregory K,Robbins ^[6] ; Yu-Ping,Shao ^[5] ; M Brandon,Westover ^[5] ; Shamim,Nemati ^[1] ; Atul,Malhotra ^[7]

作者单位： Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA. ^[1] Department of Emergency Medicine, University of California, San Diego, La Jolla, CA; Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA. ^[2] Department of Emergency Medicine, University of California, San Diego, La Jolla, CA. ^[3] Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA. ^[4] Department of Neurology, Massachusetts General Hospital, Boston, MA. ^[5] Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA. ^[6] Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA. Electronic address: amalhotra@health.ucsd.edu. ^[7]

关键词 artificial intelligence artificial respiration coronavirus deep learning lung