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IHM-DDI: Integrating High-order Interaction Topology and Morgan Fingerprint Features for Drug-Drug Interaction Prediction

delete2026-05-07
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PRE
AI
Y
Yu Ming
L
Lin Li
J
Jie Xia
Y
Ying Wang
K
Kaibiao Lin *
F
Fengxin Huang *
F
Fan Yang *
DOI:10.1016/j.ab.2026.116153delete
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Abstract

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

Analytical Biochemistry cover
Analytical Biochemistry
IF:
2.5
Papers:
272
Citations:
3.3W

Organization

X
xiamen huaxia university
Scholars:
217
Papers: 158
Citations: 1
X
Xiamen University of Technology
Scholars:
3.5K
Papers: 2.4K
Citations: 5.1K
X
xiamen university
Scholars:
5.7W
Papers: 3.7W
Citations: 67
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