Application of Machine Learning Classification to Improve the Performance of Vancomycin Therapeutic Drug Monitoring

Application of Machine Learning Classification to Improve the Performance of Vancomycin Therapeutic Drug Monitoring

Bayesian therapeutic drug monitoring (TDM) software uses a reported pharmacokinetic (PK) model as prior information. Since its estimation is based on the Bayesian method, the estimation performance of TDM software can be improved using a PK model with characteristics similar to those of a patient. T...

Full description

Bibliographic Details
Main Authors: Sooyoung Lee, Moonsik Song, Jongdae Han, Donghwan Lee, Bo-Hyung Kim
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Pharmaceutics
Subjects:
population pharmacokinetics
simulation
Bayesian method
XGBoost
classifier
Online Access:https://www.mdpi.com/1999-4923/14/5/1023

Internet

https://www.mdpi.com/1999-4923/14/5/1023

Similar Items