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Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.
Shashikumar, Supreeth P; Wardi, Gabriel; Paul, Paulina; Carlile, Morgan; Brenner, Laura N; Hibbert, Kathryn A; North, Crystal M; Mukerji, Shibani S; Robbins, Gregory K; Shao, Yu-Ping; Westover, M Brandon; Nemati, Shamim; Malhotra, Atul.
Afiliação
  • Shashikumar SP; Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA.
  • Wardi G; 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.
  • Paul P; Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA.
  • Carlile M; Department of Emergency Medicine, University of California, San Diego, La Jolla, CA.
  • Brenner LN; Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.
  • Hibbert KA; Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.
  • North CM; Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.
  • Mukerji SS; Department of Neurology, Massachusetts General Hospital, Boston, MA.
  • Robbins GK; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA.
  • Shao YP; Department of Neurology, Massachusetts General Hospital, Boston, MA.
  • Westover MB; Department of Neurology, Massachusetts General Hospital, Boston, MA.
  • Nemati S; Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA.
  • Malhotra A; Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA. Electronic address: amalhotra@health.ucsd.edu.
Chest ; 159(6): 2264-2273, 2021 06.
Article em En | MEDLINE | ID: mdl-33345948
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Respiração Artificial / Aprendizado Profundo / COVID-19 / Necessidades e Demandas de Serviços de Saúde Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Respiração Artificial / Aprendizado Profundo / COVID-19 / Necessidades e Demandas de Serviços de Saúde Idioma: En Ano de publicação: 2021 Tipo de documento: Article