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

BACKGROUND: Machine 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 predictions. Machine learning...

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Detalles Bibliográficos
Autores principales: Lu, Ya-Ting, Chao, Horng-Jiun, Chiang, Yi-Chun, Chen, Hsiang-Yin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944157/
https://www.ncbi.nlm.nih.gov/pubmed/36749620
http://dx.doi.org/10.2196/43734

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944157/
https://www.ncbi.nlm.nih.gov/pubmed/36749620
http://dx.doi.org/10.2196/43734

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