Predicting surgical intensive care unit readmission with machine learning model: Bi-center training and validation.

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Bibliographic Details
Title: Predicting surgical intensive care unit readmission with machine learning model: Bi-center training and validation.
Authors: Lin TL; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Chang PH; College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Lai WH; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Chen YJ; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Lin YC; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Lin YH; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Li WF; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Liu YW; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Wang CC; Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Chen IL; College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.. Electronic address: iling10@cgmh.org.tw., Chen KF; College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Emergency Medicine, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan; College of Intelligent Computing, Chang Gung University, Taoyuan, Taiwan. Electronic address: kfchen@cgmh.org.tw.
Source: Journal of critical care [J Crit Care] 2026 Jun; Vol. 93, pp. 155487. Date of Electronic Publication: 2026 Feb 19.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: W.B. Saunders Country of Publication: United States NLM ID: 8610642 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8615 (Electronic) Linking ISSN: 08839441 NLM ISO Abbreviation: J Crit Care Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1557-8615
DOI:10.1016/j.jcrc.2026.155487