J. Manyahi

Learning and forecasting shared evolutionary pathways to multi-drug resistance across global pathogens

This work identifies global patterns in MDR evolutionary pathways, remarkably shared across multiple ESKAPEE species, and infer these evolutionary pathways across ESKAPEE pathogens using evolutionary accumulation modelling (EvAM), an emerging class of machine learning methods with roots in cancer progression.