A novel method for drug-target interaction prediction based on graph transformers model

被引：0
|
作者：
Hongmei Wang
Fang Guo
Mengyan Du
Guishen Wang
Chen Cao
机构：
[1] Changchun University of Technology,College of Computer Science and Engineering
[2] Nanjing Medical University,School of Biomedical Engineering and Informatics
[3] University of Calgary,Department of Biochemistry and Molecular Biology, Alberta Children’s Hospital Research Institute
来源：
BMC Bioinformatics | / 23卷
关键词：
Drug-target interaction; Graph attention network; Line graph;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] A novel method for drug-target interaction prediction based on graph transformers model
    Wang, Hongmei
    Guo, Fang
    Du, Mengyan
    Wang, Guishen
    Cao, Chen
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] Drug-Target Interaction Prediction Based on Interpretable Graph Transformer Model
    Zhu, Baozhong
    Zhang, Runhua
    Jiang, Tengsheng
    Cui, Zhiming
    Wu, Hongjie
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT III, 2023, 14088 : 676 - 686
  • [3] Computational Drug-target Interaction Prediction based on Graph Embedding and Graph Mining
    Thafar, Maha A.
    Albaradie, Somayah
    Olayan, Rawan S.
    Ashoor, Haitham
    Essack, Magbubah
    Bajic, Vladimir B.
    PROCEEDINGS OF 2020 10TH INTERNATIONAL CONFERENCE ON BIOSCIENCE, BIOCHEMISTRY AND BIOINFORMATICS (ICBBB 2020), 2020, : 14 - 21
  • [4] Graph-DTI: A New Model for Drug-target Interaction Prediction Based on Heterogenous Network Graph Embedding
    Qu, Xiaohan
    Du, Guoxia
    Hu, Jing
    Cai, Yongming
    CURRENT COMPUTER-AIDED DRUG DESIGN, 2024, 20 (06) : 1013 - 1024
  • [5] QLDTI: A Novel Reinforcement Learning-based Prediction Model for Drug-Target Interaction
    Gao, Jie
    Fu, Qiming
    Sun, Jiacheng
    Wang, Yunzhe
    Xia, Youbing
    Lu, You
    Wu, Hongjie
    Chen, Jianping
    CURRENT BIOINFORMATICS, 2024, 19 (04) : 352 - 374
  • [6] GraphormerDTI: A graph transformer-based approach for drug-target interaction prediction
    Gao M.
    Zhang D.
    Chen Y.
    Zhang Y.
    Wang Z.
    Wang X.
    Li S.
    Guo Y.
    Webb G.I.
    Nguyen A.T.N.
    May L.
    Song J.
    Computers in Biology and Medicine, 2024, 173
  • [7] Drug-Target Interaction Prediction Based on Graph Neural Network and Recommendation System
    Lei, Peng
    Yuan, Changan
    Wu, Hongjie
    Zhao, Xingming
    INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2022, PT II, 2022, 13394 : 66 - 78
  • [8] Drug-Target Interaction Prediction Based on Knowledge Graph Embedding and BiLSTM Networks
    Zhang, Yiwen
    Cheng, Mengqi
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT III, 2023, 14088 : 803 - 813
  • [9] Improved drug-target interaction prediction with intermolecular graph transformer
    Liu, Siyuan
    Wang, Yusong
    Deng, Yifan
    He, Liang
    Shao, Bin
    Yin, Jian
    Zheng, Nanning
    Liu, Tie-Yan
    Wang, Tong
    BRIEFINGS IN BIOINFORMATICS, 2022, 23 (05)
  • [10] VGAEDTI: drug-target interaction prediction based on variational inference and graph autoencoder
    Zhang, Yuanyuan
    Feng, Yinfei
    Wu, Mengjie
    Deng, Zengqian
    Wang, Shudong
    BMC BIOINFORMATICS, 2023, 24 (01)
12345