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IHM-DDI: Integrating High-order Interaction Topology and Morgan Fingerprint Features for Drug-Drug Interaction Prediction
Y
L
J
Y
K
F
F
DOI:10.1016/j.ab.2026.116153.png)
Abstract
En 中文
• Unifies molecular fingerprints with high-order DDI topology. • PPR diffusion captures global dependencies beyond adjacency. • Shared GCN aligns multi-view representations in one space.
Keywords:
IHM-DDI
high-order interaction topology
Morgan fingerprint
drug-drug interaction prediction
graph convolutional network
Journal
IF:
2.5
Papers:
272
Citations:
3.3W
