A hybrid machine learning/pharmacokinetic approach outperforms maximum a posteriori Bayesian estimation by selectively flattening model priors

por Hughes, Jasmine H., Keizer, Ron J.
Publicado 2021

Activation of ROCK and MLCK tunes regional stress fiber formation and mechanics via preferential myosin light chain phosphorylation

por Kassianidou, Elena, Hughes, Jasmine H., Kumar, Sanjay
Publicado 2017

Evaluating and Improving Neonatal Gentamicin Pharmacokinetic Models Using Aggregated Routine Clinical Care Data

por Tong, Dominic M. H., Hughes, Jasmine H., Keizer, Ron J.
Publicado 2022

Evaluation of Neonatal and Paediatric Vancomycin Pharmacokinetic Models and the Impact of Maturation and Serum Creatinine Covariates in a Large Multicentre Data Set

por Hughes, Jasmine H., Tong, Dominic M. H., Faldasz, Jonathan D., Frymoyer, Adam, Keizer, Ron J.
Publicado 2022

Continuous Learning in Model‐Informed Precision Dosing: A Case Study in Pediatric Dosing of Vancomycin

por Hughes, Jasmine H., Tong, Dominic M. H., Lucas, Sarah Scarpace, Faldasz, Jonathan D., Goswami, Srijib, Keizer, Ron J.
Publicado 2020

Clinical decision support for chemotherapy‐induced neutropenia using a hybrid pharmacodynamic/machine learning model

por Hughes, Jasmine H., Tong, Dominic M. H., Burns, Vanessa, Daly, Bobby, Razavi, Pedram, Boelens, Jaap J., Goswami, Srijib, Keizer, Ron J.
Publicado 2023