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

PURPOSE: This study aimed to establish an optimal model to predict vancomycin trough concentrations by using machine learning. PATIENTS AND METHODS: We enrolled 407 pediatric patients (age < 18 years) who received vancomycin intravenously and underwent therapeutic drug monitoring from June 2013 t...

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Detalles Bibliográficos
Autores principales: Huang, Xiaohui, Yu, Ze, Bu, Shuhong, Lin, Zhiyan, Hao, Xin, He, Wenjun, Yu, Peng, Wang, Zeyuan, Gao, Fei, Zhang, Jian, Chen, Jihui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8053786/
https://www.ncbi.nlm.nih.gov/pubmed/33883878
http://dx.doi.org/10.2147/DDDT.S299037