KI member Regina Barzilay is one of the authors of a PNAS paper describing the use of deep learning models to identify synergistic drug combinations and drug-target interactions to combat Covid-19. The group's algorithmic approach is also being used to identify potential therapeutic combinations against pancreatic cancer.