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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.

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第一作者： Tobias R,Spiller

第一单位： 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 Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA. Electronic address: tobiasraphael.spiller@uzh.ch.

作者： Tobias R,Spiller ^[1] ; Ege,Tufan ^[2] ; Heidi,Petry ^[3] ; Sönke,Böttger ^[4] ; Simon,Fuchs ^[5] ; Or,Duek ^[6] ; Ziv,Ben-Zion ^[6] ; Nachshon,Korem ^[6] ; Ilan,Harpaz-Rotem ^[7] ; Roland,von Känel ^[8] ; Jutta,Ernst ^[3]

作者单位： 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 Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA. Electronic address: tobiasraphael.spiller@uzh.ch. ^[1] German Institute for Literature, Leipzig University, Leipzig, Germany. ^[2] University of Zurich (UZH), Zurich, Switzerland; Center of Clinical Nursing Science, University Hospital Zurich (USZ), Zurich, Switzerland. ^[3] University of Zurich (UZH), Zurich, Switzerland; Department of Gastroenterology, University Hospital Zurich (USZ), Zurich, Switzerland. ^[4] 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. ^[5] 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. ^[6] 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 Psychology, Yale University, New Haven, CT, USA. ^[7] Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich (USZ), Zurich, Switzerland; University of Zurich (UZH), Zurich, Switzerland. ^[8]

关键词 Delirium Machine learning Prediction model Screening

医学主题词人类(Humans);女(雌)性(Female);老年人(Aged);男(雄)性(Male);瑞士(Switzerland)

DOI 10.1016/j.jpsychires.2022.10.018

PMID 36252349

发布时间 2023-01-19

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准确一般字义偏差语意偏离译文作用小提交