A Machine Learning Algorithm to Predict the Starting Dose of Daptomycin.

Florence RivalsSylvain GoutelleCyrielle CoddeRomain GarreauLaure PonthierPierre MarquetTristan FerryMarc LabriffeAlexandre DestereJean Baptiste Woillard

Published in: Clinical pharmacokinetics (2024)

The developed algorithm improved the target attainment for daptomycin in comparison with weight-based dosing. We built a Shiny app to calculate the optimal starting dose.

Keyphrases

machine learning
deep learning
methicillin resistant staphylococcus aureus
artificial intelligence
big data
body mass index
weight loss
weight gain
clinical evaluation
body weight