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This paper is in the following e-collection/theme issue:

Web-based and Mobile Health Interventions (5703) Methods and Instruments in Medical Informatics (392) mHealth for Treatment Adherence (609) Pharmacovigilance (237) Pharmacology and Pharmaceutics (158) Medication Adherence (170)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77917, first published .
Smartwatch displays medication adherence graphs next to pills and Bayesian formula.

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

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

Authors of this article:

Xiao-Qin Liu1 Author Orcid Image ;   Zi-Ran Li2 Author Orcid Image ;   Wei-Wei Lin3 Author Orcid Image ;   Juan Wang1 Author Orcid Image ;   Fu-Qing Gu1 Author Orcid Image ;   Jun-Jie Ding4 Author Orcid Image ;   Zheng Jiao1 Author Orcid Image
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Journals

  1. Jiao Z, Shi J. Commentary: Awareness, use, attitudes, and implementation challenges of Bayesian dose prediction software in clinical practice: a multi-organizational survey. Frontiers in Pharmacology 2026;17 View
  2. Fashuang L, Mingbiao M, Na L, Huiying L, Danyang R, Caixia T, Linbo L, Lilin Z. Prediction of Zonisamide Concentration in Pediatric Patients With Epilepsy: A Machine Learning Approach. CNS Neuroscience & Therapeutics 2026;32(6) View