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Machine Learning to Develop and Internally Validate a Predictive Model for Post-operative Delirium in a Prospective, Observational Clinical Cohort Study of Older Surgical Patients.
Racine, Annie M; Tommet, Douglas; D'Aquila, Madeline L; Fong, Tamara G; Gou, Yun; Tabloski, Patricia A; Metzger, Eran D; Hshieh, Tammy T; Schmitt, Eva M; Vasunilashorn, Sarinnapha M; Kunze, Lisa; Vlassakov, Kamen; Abdeen, Ayesha; Lange, Jeffrey; Earp, Brandon; Dickerson, Bradford C; Marcantonio, Edward R; Steingrimsson, Jon; Travison, Thomas G; Inouye, Sharon K; Jones, Richard N.
Affiliation
  • Racine AM; Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
  • Tommet D; Harvard Medical School, Boston, MA, USA.
  • D'Aquila ML; Department of Psychiatry & Human Behavior, and Neurology, Brown University Warren Alpert Medical School, Providence, RI, USA.
  • Fong TG; Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
  • Gou Y; Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
  • Tabloski PA; Harvard Medical School, Boston, MA, USA.
  • Metzger ED; Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Hshieh TT; Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
  • Schmitt EM; William F Connell School of Nursing at Boston College, Boston, MA, USA.
  • Vasunilashorn SM; Harvard Medical School, Boston, MA, USA.
  • Kunze L; Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Vlassakov K; Harvard Medical School, Boston, MA, USA.
  • Abdeen A; Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Lange J; Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
  • Earp B; Harvard Medical School, Boston, MA, USA.
  • Dickerson BC; Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Marcantonio ER; Harvard Medical School, Boston, MA, USA.
  • Steingrimsson J; Department of Anesthesia, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Travison TG; Harvard Medical School, Boston, MA, USA.
  • Inouye SK; William F Connell School of Nursing at Boston College, Boston, MA, USA.
  • Jones RN; Harvard Medical School, Boston, MA, USA.
J Gen Intern Med ; 36(2): 265-273, 2021 02.
Article in En | MEDLINE | ID: mdl-33078300
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Delirium / Machine Learning Type of study: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Humans Language: En Journal: J Gen Intern Med Journal subject: MEDICINA INTERNA Year: 2021 Type: Article Affiliation country: United States
Fulltext
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Delirium / Machine Learning Type of study: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Humans Language: En Journal: J Gen Intern Med Journal subject: MEDICINA INTERNA Year: 2021 Type: Article Affiliation country: United States