Cyril Guyard

The paper introduces taxon-in-context to capture individualized microbial context in the human gut microbiome, showing that microbes occupy different contexts across individuals and over time, improving recurrence prediction.

HoloMoA uses holography and deep learning to classify and detect novel mechanisms of action of antimicrobials with 89% accuracy on known antibiotics.