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Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study.
Kamran, Fahad; Tang, Shengpu; Otles, Erkin; McEvoy, Dustin S; Saleh, Sameh N; Gong, Jen; Li, Benjamin Y; Dutta, Sayon; Liu, Xinran; Medford, Richard J; Valley, Thomas S; West, Lauren R; Singh, Karandeep; Blumberg, Seth; Donnelly, John P; Shenoy, Erica S; Ayanian, John Z; Nallamothu, Brahmajee K; Sjoding, Michael W; Wiens, Jenna.
Afiliação
  • Kamran F; Division of Computer Science and Engineering, University of Michigan College of Engineering, Ann Arbor, MI 48109, USA.
  • Tang S; Joint first authors.
  • Otles E; Division of Computer Science and Engineering, University of Michigan College of Engineering, Ann Arbor, MI 48109, USA.
  • McEvoy DS; Joint first authors.
  • Saleh SN; Department of Industrial and Operations Engineering, University of Michigan College of Engineering, Ann Arbor, MI, USA.
  • Gong J; Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Li BY; Mass General Brigham Digital Health eCare, Somerville, MA, USA.
  • Dutta S; Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
  • Liu X; Clinical Informatics Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
  • Medford RJ; Center for Clinical Informatics and Improvement Research, University of California, San Francisco, CA, USA.
  • Valley TS; Division of Computer Science and Engineering, University of Michigan College of Engineering, Ann Arbor, MI 48109, USA.
  • West LR; Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Singh K; Mass General Brigham Digital Health eCare, Somerville, MA, USA.
  • Blumberg S; Department of Emergency Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
  • Donnelly JP; Division of Hospital Medicine, University of California, San Francisco, San Francisco, CA, USA.
  • Shenoy ES; Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
  • Ayanian JZ; Clinical Informatics Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
  • Nallamothu BK; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA.
  • Sjoding MW; Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Wiens J; Infection Control Unit, Massachusetts General Hospital, Boston, MA, USA.
BMJ ; 376: e068576, 2022 02 17.
Article em En | MEDLINE | ID: mdl-35177406
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Medição de Risco / Aprendizado de Máquina / Regras de Decisão Clínica / COVID-19 / Hospitalização Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2022 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: Medição de Risco / Aprendizado de Máquina / Regras de Decisão Clínica / COVID-19 / Hospitalização Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2022 Tipo de documento: Article