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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 data. This stu...

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Furkejuvvon:
Váldodahkkit: Cristian Daniel Marineci, Andrei Valeanu, Cornel Chiriță, Simona Negreș, Claudiu Stoicescu, Valentin Chioncel
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2025-07-01
Ráidu:Medicina
Fáttát:
medication adherence
antihypertensive therapy
machine learning predictive models
permutation feature importance analysis
probability-based adherence stratification
Liŋkkat:https://www.mdpi.com/1648-9144/61/7/1313
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