Prediction model for postoperative delirium risk in elderly hypertensive patients: machine learning-based development and validation.

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Title: Prediction model for postoperative delirium risk in elderly hypertensive patients: machine learning-based development and validation.
Authors: Wang K; Department of Anesthesiology, Shandong Second Medical University, Weifang, China., Zhao Z; Department of Pain Management, Qingdao Municipal Hospital, Qingdao, China., Chen J; The Second School of Clinical Medicine of Binzhou Medical University, Yantai, China., Kong W; The Second School of Clinical Medicine of Binzhou Medical University, Yantai, China., Wang Y; The Second School of Clinical Medicine of Binzhou Medical University, Yantai, China., Liang Y; The Second School of Clinical Medicine of Binzhou Medical University, Yantai, China., Lin Y; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China., Li C; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China., Wang J; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China., Gong H; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China., Wang B; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China., Lin X; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China., Liang Y; Peking University People's Hospital, Women and Children's Hospital, Qingdao University, Qingdao, Shandong, China., Bi Y; Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao, Shandong, China.
Source: Frontiers in psychiatry [Front Psychiatry] 2026 Jun 03; Vol. 17, pp. 1851947. Date of Electronic Publication: 2026 Jun 03 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101545006 Publication Model: eCollection Cited Medium: Print ISSN: 1664-0640 (Print) Linking ISSN: 16640640 NLM ISO Abbreviation: Front Psychiatry Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:1664-0640
DOI:10.3389/fpsyt.2026.1851947