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

Abstract BackgroundUnlike one-snap data collection methods that only identify high-risk patients, machine learning models using time-series data can predict adverse events and aid in the timely management of cancer. ObjectiveThis study aimed to develop and validate...

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Bibliographic Details
Published in:JMIR Formative Research
Main Authors: Fan-Ying Chan, Yi-En Ku, Wen-Nung Lie, Hsiang-Yin Chen
Format: Article
Language:English
Published: JMIR Publications 2025-04-01
Online Access:https://formative.jmir.org/2025/1/e67767