Explainable Machine Learning Techniques To Predict Amiodarone-Induced Thyroid Dysfunction Risk: Multicenter, Retrospective Study With External Validation

BackgroundMachine learning offers new solutions for predicting life-threatening, unpredictable amiodarone-induced thyroid dysfunction. Traditional regression approaches for adverse-effect prediction without time-series consideration of features have yielded suboptimal predict...

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Bibliographic Details
Main Authors: Ya-Ting Lu, Horng-Jiun Chao, Yi-Chun Chiang, Hsiang-Yin Chen
Format: Article
Language:English
Published: JMIR Publications 2023-02-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2023/1/e43734