Development and assessment of novel machine learning models to predict medication non-adherence risks in type 2 diabetics

BackgroundMedication adherence is the main determinant of effective management of type 2 diabetes, yet there is no gold standard method available to screen patients with high-risk non-adherence. Developing machine learning models to predict high-risk non-adherence in patients with T2D could optimize...

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Bibliographic Details
Main Authors: Mengting Li, Xiangyu Lu, HengBo Yang, Rong Yuan, Yong Yang, Rongsheng Tong, Xingwei Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Public Health
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2022.1000622/full