Biological Pathway Informed Models with Graph Attention Networks (GATs)

Gavin Wong, Ping Shu Ho, Ivan Au Yeung +2

Biological pathways map gene-gene interactions that govern all human processes. Despite their importance, most ML models treat genes as unstructured tokens, discarding known pathwa…