Drug Side Effect Prediction with Deep Learning Molecular Embedding in a Graph-of-Graphs Domain

Abstract

Drug side effects constitute an important health risk, given the approximately 197,000 annual DSE deaths in Europe alone. We present MolecularGNN, a classifier based on graph neural networks capable of processing data in the form of graphs, using a graph-of-graphs domain to predict drug side effects.