Alessio Gravina

This paper uses Deep Graph Networks to predict compound effects on phagocytosis and identifies 64 potential schizophrenia treatments from an existing drug library.

The paper introduces a context-specific interaction framework to improve prediction of drug protein-protein interactions for unknown drug pathways, achieving higher accuracy than random methods.