Sophie Magréault

This paper develops and evaluates model ensembling and machine learning approaches to predict the first dose of amoxicillin in intensive care, finding that ensembling and ML outperform standard dosing.

This study examines how human gut microbiotas respond to amoxicillin treatment using an in vitro model, finding that initial community composition and antibiotic inactivation dynamics influence resilience and resistance selection.

This study evaluates how inoculum size affects the in vivo efficacy of aztreonam-avibactam against E. coli strains with different resistance mechanisms.