Graph neural network explanations reveal a topological signature of disease-associated hubs in biological networks

Kyle Higgins, Ivan Laponogov, Dennis Veselkov +1

Graph neural networks (GNNs) are increasingly used to model biological systems, yet the reliability of post-hoc explanation methods for recovering meaningful molecular mechanisms r…