An Ensemble Model for Prediction of Vancomycin Trough Concentrations in Pediatric Patients

Abstract

Therefore, the ensemble model is useful for the vancomycin concentration prediction, especially in the population of children with great individual variation. As machine learning methods evolve, the clinical value of the ensemble model will be demonstrated in the clinical practice.