Bayesian-Based Pharmacokinetic Framework Integrated with Therapeutic Drug Monitoring for Assessing Adherence to Antiseizure Medications: A Clinical Trial Simulation Study

This study establishes a Bayesian-based PK approach to enhance the assessment of ASMs adherence. This approach facilitates a paradigm shift from population-based management to patient-specific adherence profiling, offering a practical methodology for the precise evaluation of medication-taking behaviors.

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Publication Details

Journal
Journal of Medical Internet Research
Published
2026-01-02
DOI
https://doi.org/10.2196/77917
Primary Topic
Medication Adherence and Compliance
Type
article
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article

Bayesian-Based Pharmacokinetic Framework Integrated with Therapeutic Drug Monitoring for Assessing Adherence to Antiseizure Medications: A Clinical Trial Simulation Study

Zheng Jiao, Wei-Wei Lin, Ziran Li, Xiao-Qin Liu et al.
Journal of Medical Internet Research
Medication Adherence and Compliance
article

Bayesian-Based Pharmacokinetic Framework Integrated with Therapeutic Drug Monitoring for Assessing Adherence to Antiseizure Medications: A Clinical Trial Simulation Study

Zheng Jiao, Wei-Wei Lin, Ziran Li, Xiao-Qin Liu, Fu-Qing Gu, Jun-Jie Ding, Juan Wang
article en

Abstract

This study establishes a Bayesian-based PK approach to enhance the assessment of ASMs adherence. This approach facilitates a paradigm shift from population-based management to patient-specific adherence profiling, offering a practical methodology for the precise evaluation of medication-taking behaviors.

Journal of Medical Internet ResearchVol. 28
Fujian Medical University (CN), University of California, San Francisco (US), Angkor Hospital for Children (KH), Shanghai Chest Hospital (CN), First Affiliated Hospital of Fujian Medical University (CN)
Good health and well-being
Openalex Percentile: Top 96%
Medication Adherence and Compliance
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