Development and Validation of Predictive Models for Non-Adherence to Antihypertensive Medication

Development and Validation of Predictive Models for Non-Adherence to Antihypertensive Medication

<i>Background and Objectives</i>: Investigating the adherence to antihypertensive medication and identifying patients with low adherence allows targeted interventions to improve therapeutic outcomes. Artificial intelligence (AI) offers advanced tools for analyzing medication adherence da...

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Bibliographic Details
Main Authors: Cristian Daniel Marineci, Andrei Valeanu, Cornel Chiriță, Simona Negreș, Claudiu Stoicescu, Valentin Chioncel
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Medicina
Subjects:
medication adherence
antihypertensive therapy
machine learning predictive models
permutation feature importance analysis
probability-based adherence stratification
Online Access:https://www.mdpi.com/1648-9144/61/7/1313
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