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Pharmacokinetics with intravenous infusion of two-compartment model based on Liu process

  • Zhe Liu*
  • , Rui Kang
  • *此作品的通讯作者
  • Beihang University
  • Science and Technology on Reliability and Environmental Engineering Laboratory

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

By describing the absorption, distribution, metabolism, and excretion of drugs, pharmacokinetics helps to find optimal therapies for patients and speed up drug development. In pharmacokinetics, dynamic uncertainties, such as fluctuations in hormone levels and external environment factors, are ubiquitous. Due to sparse clinical data and patient disease specificity, these uncertainties are mainly epistemic uncertainties rather than aleatory uncertainties, which cannot be handled well by probability theory based methods. Therefore, several pharmacokinetics based on uncertain differential equations under the framework of uncertainty theory were investigated, which all considered one compartment models. Noting that many drugs follow two compartment kinetics, this article proposes a two compartment pharmacokinetic model based on uncertain differential equations. Based on the proposed model, several essential pharmacokinetic parameters are investigated, which are important information required by regulatory bodies to approve drugs for public use. Estimation for unknown parameters in the model are given. Finally, a real data analysis using lidocaine drug concentration illustrates our methodology in details.

源语言英语
页(从-至)4975-4990
页数16
期刊Communications in Statistics - Theory and Methods
卷53
期14
DOI
出版状态已出版 - 2024

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