Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67767, first published .
Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study

Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study

Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study

Fan-Ying Chan   1 , MSc ;   Yi-En Ku   1 , BSc ;   Wen-Nung Lie   2 , PhD ;   Hsiang-Yin Chen   1, 3 , PharmD

1 Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan

2 Department of Electrical Engineering, National Chung Cheng University, Chiayi, Taiwan

3 Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan

Corresponding Author:

  • Hsiang-Yin Chen, PharmD
  • Department of Clinical Pharmacy
  • College of Pharmacy, Taipei Medical University
  • 250 Wuxing St, Xinyi Dist
  • Taipei, 11031
  • Taiwan
  • Phone: 886 2-2736-1661
  • Email: shawn@tmu.edu.tw