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Factors driving provider adoption of the TREWS machine learning-based early warning system and its effects on sepsis treatment timing.
Henry, Katharine E; Adams, Roy; Parent, Cassandra; Soleimani, Hossein; Sridharan, Anirudh; Johnson, Lauren; Hager, David N; Cosgrove, Sara E; Markowski, Andrew; Klein, Eili Y; Chen, Edward S; Saheed, Mustapha O; Henley, Maureen; Miranda, Sheila; Houston, Katrina; Linton, Robert C; Ahluwalia, Anushree R; Wu, Albert W; Saria, Suchi.
Afiliação
  • Henry KE; Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA.
  • Adams R; Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, MD, USA.
  • Parent C; Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, MD, USA.
  • Soleimani H; Department of Psychiatry and Behavioral Science, Johns Hopkins School of Medicine, Baltimore, MD, USA.
  • Sridharan A; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
  • Johnson L; Health Informatics, University of California, San Francisco, San Francisco, CA, USA.
  • Hager DN; Howard County General Hospital, Columbia, MD, USA.
  • Cosgrove SE; Department of Quality Improvement, The Johns Hopkins Hospital, Baltimore, MD, USA.
  • Markowski A; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
  • Klein EY; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
  • Chen ES; Suburban Hospital, Bethesda, MD, USA.
  • Saheed MO; Department of Emergency Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
  • Henley M; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
  • Miranda S; Department of Emergency Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
  • Houston K; Department of Quality Improvement, The Johns Hopkins Hospital, Baltimore, MD, USA.
  • Linton RC; Department of Medicine, The Johns Hopkins Hospital, Baltimore, MD, USA.
  • Ahluwalia AR; Department of Quality Improvement, The Johns Hopkins Hospital, Baltimore, MD, USA.
  • Wu AW; Howard County General Hospital, Columbia, MD, USA.
  • Saria S; Department of Quality Improvement, The Johns Hopkins Hospital, Baltimore, MD, USA.
Nat Med ; 28(7): 1447-1454, 2022 07.
Article em En | MEDLINE | ID: mdl-35864251
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Sepse / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Screening_studies Limite: Humans 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 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Sepse / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article