Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study.
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| Title: | Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study. |
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| Authors: | Chan FY; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661., Ku YE; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661., Lie WN; Department of Electrical Engineering, National Chung Cheng University, Chiayi, Taiwan., Chen HY; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661.; Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan. |
| Source: | JMIR formative research [JMIR Form Res] 2025 Apr 10; Vol. 9, pp. e67767. Date of Electronic Publication: 2025 Apr 10. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2561-326X |
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| DOI: | 10.2196/67767 |
