3 citations · 6 across the 7 of their papers we have counts for
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q-bio.MN2026
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…
q-bio.QM2026
PPI-Net connects molecular protein interactions to functional processes in disease
Kyle Higgins, Guadalupe Gonzalez, Dennis Veselkov +2
Understanding how molecular alterations propagate across biological systems to drive disease remains a central challenge. Although high-throughput profiling enables comprehensive c…