Identification of drug-target interaction by a random walk with restart method on an interactome network

被引：0
作者：
Ingoo Lee
Hojung Nam
机构：
[1] School of Electrical Engineering and Computer Science,
[2] Gwangju Institute of Science and Technology (GIST),undefined
来源：
BMC Bioinformatics | / 19卷
关键词：
Drug-target interaction; Machine learning; Protein-protein interaction; Drug-drug interaction;
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
  • [21] KGAT: Predicting Drug-Target Interaction Based on Knowledge Graph Attention Network
    Wu, Zhenghao
    Zhang, Xiaolong
    Lin, Xiaoli
    INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2022, PT II, 2022, 13394 : 438 - 450
  • [22] GanDTI: A multi-task neural network for drug-target interaction prediction
    Wang, Shuyu
    Shan, Peng
    Zhao, Yuliang
    Zuo, Lei
    COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2021, 92
  • [23] Drug-target interaction prediction by integrating heterogeneous information with mutual attention network
    Zhang, Yuanyuan
    Wang, Yingdong
    Wu, Chaoyong
    Zhan, Lingmin
    Wang, Aoyi
    Cheng, Caiping
    Zhao, Jinzhong
    Zhang, Wuxia
    Chen, Jianxin
    Li, Peng
    BMC BIOINFORMATICS, 2024, 25 (01):
  • [24] A Federated Learning Benchmark for Drug-Target Interaction
    Mittone, Gianluca
    Svoboda, Filip
    Aldinucci, Marco
    Lane, Nicholas D.
    Lio, Pietro
    COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023, 2023, : 1177 - 1181
  • [25] Drug-Target Interaction Prediction Based on Transformer
    Liu, Junkai
    Jiang, Tengsheng
    Lu, Yaoyao
    Wu, Hongjie
    INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2022, PT II, 2022, 13394 : 302 - 309
  • [26] Machine learning study of the extended drug-target interaction network informed by pain related voltage-gated sodium channels
    Chen, Long
    Jiang, Jian
    Dou, Bozheng
    Feng, Hongsong
    Liu, Jie
    Zhu, Yueying
    Zhang, Bengong
    Zhou, Tianshou
    Wei, Guo-Wei
    PAIN, 2024, 165 (04) : 908 - 921
  • [27] Machine Learning for Drug-Target Interaction Prediction
    Chen, Ruolan
    Liu, Xiangrong
    Jin, Shuting
    Lin, Jiawei
    Liu, Juan
    MOLECULES, 2018, 23 (09):
  • [28] Drug-target interaction prediction with deep learning
    YANG Shuo
    LI Shi-liang
    LI Hong-lin
    中国药理学与毒理学杂志, 2019, (10) : 855 - 855
  • [29] A novel method for drug-target interaction prediction based on graph transformers model
    Hongmei Wang
    Fang Guo
    Mengyan Du
    Guishen Wang
    Chen Cao
    BMC Bioinformatics, 23
  • [30] 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)
12345