MADSS

Network analysis framework that identifies adverse event (AE) neighborhoods within the human interactome (protein-protein interaction network). Drugs targeting proteins within this neighborhood are predicted to be involved in mediating the AE. Links drugs to seed sets of proteins and phenotypes, like drug side-effects and diseases.

A description of the algorithm is available here. Code in Python available on GitHub.