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Development and Validation of a Machine Learning Algorithm Using Clinical Pages to Predict Imminent Clinical Deterioration.
Steitz, Bryan D; McCoy, Allison B; Reese, Thomas J; Liu, Siru; Weavind, Liza; Shipley, Kipp; Russo, Elise; Wright, Adam.
Affiliation
  • Steitz BD; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA. Bryan.d.steitz@vumc.org.
  • McCoy AB; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
  • Reese TJ; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
  • Liu S; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
  • Weavind L; Department of Anesthesiology, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
  • Shipley K; Department of Anesthesiology, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
  • Russo E; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
  • Wright A; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Suite 1475, Nashville, TN, 37203, USA.
J Gen Intern Med ; 39(1): 27-35, 2024 Jan.
Article in En | MEDLINE | ID: mdl-37528252
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Full text: 1 Database: MEDLINE Main subject: Clinical Deterioration Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: J Gen Intern Med Journal subject: MEDICINA INTERNA Year: 2024 Type: Article Affiliation country: United States
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Full text: 1 Database: MEDLINE Main subject: Clinical Deterioration Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: J Gen Intern Med Journal subject: MEDICINA INTERNA Year: 2024 Type: Article Affiliation country: United States