Predicting End-Stage Renal Disease and Mortality in Chronic Kidney Disease Using Machine Learning: Retrospective Cohort Study.
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| Title: | Predicting End-Stage Renal Disease and Mortality in Chronic Kidney Disease Using Machine Learning: Retrospective Cohort Study. |
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| Authors: | Chen TH; Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, No 201, Sec 2, Shipai Rd, Beitou District, Taipei, 11217, Taiwan.; School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Institute of Emergency and Critical Care Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Lin KH; Department of Information Management, Taipei Veterans General Hospital, No 201, Sec 2, Shipai Rd, Beitou District, Taipei, 11217, Taiwan, +886 986-680623, 886 2-28757841.; Department of Information Management, National Taipei University of Nursing and Health Science, Taipei, Taiwan., Ho Y; Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, No 201, Sec 2, Shipai Rd, Beitou District, Taipei, 11217, Taiwan.; School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Tseng WC; Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, No 201, Sec 2, Shipai Rd, Beitou District, Taipei, 11217, Taiwan.; School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Chu YC; Department of Information Management, Taipei Veterans General Hospital, No 201, Sec 2, Shipai Rd, Beitou District, Taipei, 11217, Taiwan, +886 986-680623, 886 2-28757841.; Department of Information Management, National Taipei University of Nursing and Health Science, Taipei, Taiwan.; Big Data Center, Taipei Veterans General Hospital, Taipei, Taiwan., Tarng DC; School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan. |
| Source: | JMIR medical informatics [JMIR Med Inform] 2026 Jun 05; Vol. 14, pp. e81152. Date of Electronic Publication: 2026 Jun 05. |
| Publication Type: | Journal Article; Validation 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 |
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