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Early prediction of clinical deterioration using data-driven machine-learning modeling of electronic health records.
Ruiz, Victor M; Goldsmith, Michael P; Shi, Lingyun; Simpao, Allan F; Gálvez, Jorge A; Naim, Maryam Y; Nadkarni, Vinay; Gaynor, J William; Tsui, Fuchiang Rich.
Afiliação
  • Ruiz VM; Tsui Laboratory, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pa.
  • Goldsmith MP; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelphia, Pa.
  • Shi L; Tsui Laboratory, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pa.
  • Simpao AF; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelphia, Pa.
  • Gálvez JA; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelphia, Pa.
  • Naim MY; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelphia, Pa.
  • Nadkarni V; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelphia, Pa.
  • Gaynor JW; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelphia, Pa.
  • Tsui FR; Tsui Laboratory, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pa; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pa; Pereleman School of Medicine, University of Pennsylvania, Philadelp
J Thorac Cardiovasc Surg ; 164(1): 211-222.e3, 2022 07.
Article em En | MEDLINE | ID: mdl-34949457
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Deterioração Clínica / Coração Univentricular Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Deterioração Clínica / Coração Univentricular Idioma: En Ano de publicação: 2022 Tipo de documento: Article