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

Lu, Ya-Ting; Chao, Horng-Jiun; Chiang, Yi-Chun; Chen, Hsiang-Yin

Lu, Ya-Ting; Chao, Horng-Jiun; Chiang, Yi-Chun; Chen, Hsiang-Yin.

Afiliación

Lu YT; Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan.
Chao HJ; Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan.
Chiang YC; Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan.
Chen HY; Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.

J Med Internet Res ; 25: e43734, 2023 02 07.

Article en En | MEDLINE | ID: mdl-36749620

Asunto(s)

Amiodarona; Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos; Humanos; Estudios Retrospectivos; Glándula Tiroides; Hospitales Universitarios; Aprendizaje Automático

Palabras clave

adverse effect; amiodarone; extreme gradient boosting; machine learning; oversampling; predict; resampling; risk; thyroid; thyroid dysfunction

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos / Amiodarona Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Med Internet Res Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Taiwán

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