Development and Validation of a Machine Learning Model for Predicting Medication Adherence Among Home-Dwelling Elderly Patients: A Retrospective Cross-Sectional Study.

To develop an interpretable machine learning prediction model that fills the above research gap to predict the medication adherence of elderly patients with chronic diseases in China. Methods: From January to December 2024, data were collected from chronic disease patients aged 60 years and older re...

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Detalles Bibliográficos
Publicado en:Patient Preference & Adherence Vol. 20; pp. 1 - 18
Autores principales: Zhang, Yujie, Han, Yongli, Yin, Xuemei, Tian, Yue, Wu, Mingfen
Formato: research tables/charts Journal Article
Publicado: Dove Medical Press Ltd May2026
Acceso en línea:Ver este registro en EBSCOhost