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Machine learning-based prediction of delirium in older patients with chronic kidney disease requiring intensive care: A hospital-based retrospective cohort study.

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Title: Machine learning-based prediction of delirium in older patients with chronic kidney disease requiring intensive care: A hospital-based retrospective cohort study.
Authors: Wu CR; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan., Chang YC; Graduate Institute of Data Science, Taipei Medical University, Taipei City, Taiwan.; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei City, Taiwan., Tranyor V; Professor of Healthy Ageing, School of Health, University of the Sunshine Coast, 90, Sippy Downs Drive, QLD, 4556, Australia; Professor of Dementia Research, Warrigal, Pioneer Drive, Oak Flats, NSW, 2529, Australia; Adjunct Professor, School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan., Shen Hsiao ST; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Special Assistant, Superintendent Office, Taipei Medical University Hospital, Taipei City, Taiwan., Guo SL; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Medical Education, Taipei Medical University Hospital, Taipei, Taiwan., Lin SC; Department of Nursing, Taipei Medical University Hospital, Taipei City, Taiwan., Hou SK; Department of Emergency Medicine, Taipei Medical University Hospital, Taipei City, Taiwan; Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan., Chiu HY; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Nursing, Taipei Medical University Hospital, Taipei City, Taiwan. Electronic address: hychiu0315@tmu.edu.tw.
Source: Journal of psychosomatic research [J Psychosom Res] 2026 Jan; Vol. 200, pp. 112454. Date of Electronic Publication: 2025 Nov 15.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: England NLM ID: 0376333 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1360 (Electronic) Linking ISSN: 00223999 NLM ISO Abbreviation: J Psychosom Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning-based prediction of delirium in older patients with chronic kidney disease requiring intensive care: A hospital-based retrospective cohort study.
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  Data: <searchLink fieldCode="AU" term="%22Wu+CR%22">Wu CR</searchLink>; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+YC%22">Chang YC</searchLink>; Graduate Institute of Data Science, Taipei Medical University, Taipei City, Taiwan.; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tranyor+V%22">Tranyor V</searchLink>; Professor of Healthy Ageing, School of Health, University of the Sunshine Coast, 90, Sippy Downs Drive, QLD, 4556, Australia; Professor of Dementia Research, Warrigal, Pioneer Drive, Oak Flats, NSW, 2529, Australia; Adjunct Professor, School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shen+Hsiao+ST%22">Shen Hsiao ST</searchLink>; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Special Assistant, Superintendent Office, Taipei Medical University Hospital, Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Guo+SL%22">Guo SL</searchLink>; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Medical Education, Taipei Medical University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+SC%22">Lin SC</searchLink>; Department of Nursing, Taipei Medical University Hospital, Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hou+SK%22">Hou SK</searchLink>; Department of Emergency Medicine, Taipei Medical University Hospital, Taipei City, Taiwan; Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiu+HY%22">Chiu HY</searchLink>; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Nursing, Taipei Medical University Hospital, Taipei City, Taiwan. Electronic address: hychiu0315@tmu.edu.tw.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Pergamon+Press%22">Pergamon Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>0376333 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-1360 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200223999%22">00223999 </searchLink><i>NLM ISO Abbreviation: </i>J Psychosom Res <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.jpsychores.2025.112454
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        Text: English
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      – TitleFull: Machine learning-based prediction of delirium in older patients with chronic kidney disease requiring intensive care: A hospital-based retrospective cohort study.
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              Text: 2026 Jan
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