Comprehensive validation of machine learning models predicting chemotherapy related electrolyte disorders in a multicenter study.
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| Title: | Comprehensive validation of machine learning models predicting chemotherapy related electrolyte disorders in a multicenter study. |
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| Authors: | Cho NJ; Department of Internal Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, Republic of Korea., Jeong I; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea., Ahn SJ; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea., Kim Y; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea., Park JH; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea., Kim JH; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea.; Department of Otorhinolaryngology-Head and Neck Surgery, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea., Kim Y; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea., Kim B; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea., Oh SW; Division of Nephrology, Department of Internal Medicine, Korea University Anam Hospital, Seoul, Korea., Lee H; Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea. hwamin@korea.ac.kr., Gil HW; Department of Internal Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, Republic of Korea. hwgil@schmc.ac.kr. |
| Source: | Communications medicine [Commun Med (Lond)] 2026 Apr 23; Vol. 6 (1). Date of Electronic Publication: 2026 Apr 23. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2730-664X |
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| DOI: | 10.1038/s43856-026-01589-4 |
