Optimization of Vancomycin Initial Dose in Term and Preterm Neonates by Machine Learning.

Laure PonthierPauline EnsuqueAlexandre DesterePierre MarquetMarc LabriffeEvelyne Jacqz-AigrainJean Baptiste Woillard

Published in: Pharmaceutical research (2022)

The Xgboost algorithm developed to estimate the initial dose of vancomycin in term or preterm infants has better performances than a previous validated LE and should be evaluated prospectively.

Keyphrases

preterm infants
low birth weight
machine learning
methicillin resistant staphylococcus aureus
gestational age
deep learning
artificial intelligence
big data
neural network