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Delirium screening in an acute care setting with a machine learning classifier based on routinely collected nursing data: A model development study.
Spiller, Tobias R; Tufan, Ege; Petry, Heidi; Böttger, Sönke; Fuchs, Simon; Duek, Or; Ben-Zion, Ziv; Korem, Nachshon; Harpaz-Rotem, Ilan; von Känel, Roland; Ernst, Jutta.
Affiliation
  • Spiller TR; Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich (USZ), Zurich, Switzerland; University of Zurich (UZH), Zurich, Switzerland; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; National Center for PTSD, Clinical Neuro
  • Tufan E; German Institute for Literature, Leipzig University, Leipzig, Germany.
  • Petry H; University of Zurich (UZH), Zurich, Switzerland; Center of Clinical Nursing Science, University Hospital Zurich (USZ), Zurich, Switzerland.
  • Böttger S; University of Zurich (UZH), Zurich, Switzerland; Department of Gastroenterology, University Hospital Zurich (USZ), Zurich, Switzerland.
  • Fuchs S; Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich (USZ), Zurich, Switzerland; University of Zurich (UZH), Zurich, Switzerland; Psychiatric University Hospital Zurich (PUK), Zurich, Switzerland.
  • Duek O; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA.
  • Ben-Zion Z; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA.
  • Korem N; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA.
  • Harpaz-Rotem I; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA; Northeast Program Evaluation Center, VA Connecticut Healthcare System, West Haven, USA; Department of Ps
  • von Känel R; Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich (USZ), Zurich, Switzerland; University of Zurich (UZH), Zurich, Switzerland.
  • Ernst J; University of Zurich (UZH), Zurich, Switzerland; Center of Clinical Nursing Science, University Hospital Zurich (USZ), Zurich, Switzerland.
J Psychiatr Res ; 156: 194-199, 2022 12.
Article in En | MEDLINE | ID: mdl-36252349
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Machine Learning Type of study: Diagnostic_studies / Guideline / Prognostic_studies / Screening_studies Limits: Aged / Female / Humans / Male Country/Region as subject: Europa Language: En Journal: J Psychiatr Res Year: 2022 Type: Article
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Machine Learning Type of study: Diagnostic_studies / Guideline / Prognostic_studies / Screening_studies Limits: Aged / Female / Humans / Male Country/Region as subject: Europa Language: En Journal: J Psychiatr Res Year: 2022 Type: Article