Andriy Nikolov

A Unified View of Relational Deep Learning for Drug Pair Scoring

In recent years, numerous machine learning models which attempt to solve polypharmacy side effect identification, drug-drug interaction prediction, and combination therapy design tasks have been proposed. Here, we present a unified theoretical view of relational machine learning models which can add…