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Screening for Clinically Significant Nephrolithiasis Based on Simple Health Checkup Clinical and Urine Parameters in General Populations: Multicenter Machine Learning Study.

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Title: Screening for Clinically Significant Nephrolithiasis Based on Simple Health Checkup Clinical and Urine Parameters in General Populations: Multicenter Machine Learning Study.
Authors: Chen HW; Department of Urology, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.; Center for Big Data Research, Kaohsiung Medical University, Kaohsiung, Taiwan., Wei PS; Department of Electrical Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan.; United Kaohsiung AI Medical Technology Co, Ltd., Kaohsiung, Taiwan., Chen YC; Department of Urology, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.; Regenerative Medicine and Cell Therapy Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan., Wu JY; Department of Internal Medicine, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; Health Management Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan., Lin CI; Health Management Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan., Chou YH; Department of Urology, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan., Juan YS; Department of Urology, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan., Wu WJ; Department of Urology, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan.; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan., Kao CY; Department of Electrical Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan., Lee JT; School of Medicine, National Sun Yat-sen University, 70 Lien-Hai Road, Kaohsiung, 80424, Taiwan, 886 5252000 ext 4198.
Source: JMIR medical informatics [JMIR Med Inform] 2026 Feb 19; Vol. 14, pp. e80764. Date of Electronic Publication: 2026 Feb 19.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2291-9694
DOI:10.2196/80764