Drug–target interaction predication via multi-channel graph neural networks
Li, Yang, Qiao, Guanyu, Wang, Keqi, Wang, Guohua·2022·Briefings in Bioinformatics
Cited by (114)
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- TGTNet: Graph Transformer-Based Architecture for Drug-Target Interaction PredictionGargi Mishra, Supriya Bajpai, Rakhi Joon, Jolly Parikh, Nupur Chugh · 2025 · Lecture notes in electrical engineering
- SCM-DTI: a substructure-oriented method based on a codebook mechanism to improve drug–target interaction predictionPing Hui Huang, Jing Peng, YangYi Lu, Yifeng Zhu · 2025 · International Joint Conference on Neural Networks (IJCNN)
- MDM-DTA: Message Passing Neural Network with molecular descriptors and Mixture of Experts for drug–target affinity predictionDai, Yang, Tan, Xiaoyu, Wang, Haoyu, Ma, Gengchen, Xiong, Yujie, Qiu, Xihe · 2026 · Computer Methods and Programs in Biomedicine
- Additional file 2 of GSRF-DTI: a framework for drug-target interaction prediction based on a drug-target pair network and representation learning on a large graphYongdi Zhu, Ning, Chunhui, Zhang, Naiqian, Wang, Mingyi, Zhang, Yusen · 2024 · Figshare
- Additional file 1 of GSRF-DTI: a framework for drug-target interaction prediction based on a drug-target pair network and representation learning on a large graphYongdi Zhu, Ning, Chunhui, Zhang, Naiqian, Wang, Mingyi, Zhang, Yusen · 2024 · Figshare
- DAGFN: Degree-aware graph fusion network for miRNA–mRNA interaction predictionYining Xie, Ying Chen, Bo Zhu, Xiaodong Wang, Jing Zhao · 2026 · Biomedical Signal Processing and Control
- TEGCA-DTI: Drug-Target Interaction Prediction Model Based on Transformer-ECA and GaAN and Multi-head Cross-AttentionYonggui Wang, Zhuozhuo Li · 2026 · IEEE International Conference on Power, Electronics and Green Energy (ICPEGE)
- TransGAT-DTI: Transformer and Graph Attention Network for Drug–Target Interaction PredictionChangjian Zhou, S W Wang, Yujie Zhong, Wensheng Xiang · 2026 · Journal of Computational Biology
- Prediction of Drug-Target Interactions Based on Dual-Channel Heterogeneous Graph Neural NetworkHaoyang Tang, Chenyang Fan, Sicong Yang, Mengmeng Wang · 2026
- MMTF-DTI: Drug–target interaction prediction via multimodal feature extraction and dynamic fusionPan Zeng, Zexin Li, Xianfang Tang, Yajie Meng, Zilong Zhang, Feifei Cui, Jing Jiang, Junlin Xu · 2026 · Journal of Biomedical Informatics
- IHLO-DTI: Drug-Target Interaction Prediction Based on Improved Hypergraph Neural Network and Laplacian Matrix OptimizationGuolongwei Dai, Tao Luo, Dandan Li, Zeping Liu, Jiaying Gu, Lingjie Fan, Tao Lin, Quan Wei, Fengyi Wang · 2026 · ACS Synthetic Biology