Author

Vang V. Le

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Open access Jul 2026

GraphTransDTI: A novel hybrid framework combining graph transformer and CNN-BiLSTM for enhanced Drug-Protein Interaction prediction

This work proposes GraphTransDTI, a synergistic hybrid framework that integrates a Graph Transformer to represent drug graph structures, a CNN-BiLSTM network to encode protein sequence context, and a Cross-Attention mechanism to model cross-domain interactions.

Vang V. Le, Mai Thi Anh Nhu, Pham Truong Viet Thong · PLoS ONE · 0 citations