I. Trindade

Discovery of a phenazine–thiol conjugase from sparse data using genome-informed machine learning

It is shown that integrating genome-informed data augmentation with contrastive learning in protein language space enables identification of phenazine-interacting proteins starting from only 14 known phenazine modifying sequences, and coupling comparative genomics with protein machine learning can convert “small data”...