Wei-Zhong Lin

KGTC-DDA:Drug-disease association prediction based on parallel graph isomorphism and transformer networks with cross-attention

This work proposes Drug-disease association prediction model (KNN, GIN, Graph Transformer and Cross-attention, KGTC-DDA), a novel framework that combines Graph Isomorphism Networks (GIN), Graph Transformers, and cross-attention mechanisms for drug-disease association prediction.