Development and Evaluation of Uncertainty Quantifying Machine Learning Models to Predict Piperacillin Plasma Concentrations in Critically Ill Patients

Verhaeghe Jarne,Dhaese Sofie A. M.,De Corte Thomas,Vander Mijnsbrugge David,Aardema Heleen,Zijlstra Jan G.,Verstraete Alain G.,Stove Veronique,Colin Pieter,Ongenae Femke,De Waele Jan J.,Van Hoecke Sofie

BMC Medical Informatics and Decision Making（2022）

Cited 6|Views36

Key words

Critically ill,Intensive care,Machine learning,Piperacillin/tazobactam,Population pharmacokinetics,Therapeutic drug monitoring,Uncertainty quantification

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