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
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
  • [1] Identification of drug-target interaction by a random walk with restart method on an interactome network
    Lee, Ingoo
    Nam, Hojung
    [J]. BMC BIOINFORMATICS, 2018, 19
  • [2] Drug-target interaction prediction by random walk on the heterogeneous network
    Chen, Xing
    Liu, Ming-Xi
    Yan, Gui-Ying
    [J]. MOLECULAR BIOSYSTEMS, 2012, 8 (07) : 1970 - 1978
  • [3] Identification of drug-target interaction from interactome network with 'guilt-by-association' principle and topology features
    Li, Zhan-Chao
    Huang, Meng-Hua
    Zhong, Wen-Qian
    Liu, Zhi-Qing
    Xie, Yun
    Dai, Zong
    Zou, Xiao-Yong
    [J]. BIOINFORMATICS, 2016, 32 (07) : 1057 - 1064
  • [4] Optimizing drug-target interaction prediction based on random walk on heterogeneous networks
    Seal, Abhik
    Ahn, Yong-Yeol
    Wild, David J.
    [J]. JOURNAL OF CHEMINFORMATICS, 2015, 7
  • [5] Inferring Drug-Target Interactions Based on Random Walk and Convolutional Neural Network
    Xu, Xiaoqiang
    Xuan, Ping
    Zhang, Tiangang
    Chen, Bingxu
    Sheng, Nan
    [J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 19 (04) : 2294 - 2304
  • [6] Identification of drug-target modules in the human protein–protein interaction network
    Hase T.
    Kikuchi K.
    Ghosh S.
    Kitano H.
    Tanaka H.
    [J]. Artificial Life and Robotics, 2014, 19 (04) : 406 - 413
  • [7] Biases of Drug-Target Interaction Network Data
    van Laarhoven, Twan
    Marchiori, Elena
    [J]. PATTERN RECOGNITION IN BIOINFORMATICS, PRIB 2014, 2014, 8626 : 23 - 33
  • [8] A Network-Based Embedding Method for Drug-Target Interaction Prediction
    Parvizi, Poorya
    Azuaje, Francisco
    Theodoratou, Evropi
    Luz, Saturnino
    [J]. 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 5304 - 5307
  • [9] Identification of Drug-Disease Associations Using a Random Walk with Restart Method and Supervised Learning
    Liu, Xiaoqing
    Yi, Wenjing
    Xi, Baohang
    Dai, Qi
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 2022
  • [10] Drug-target interaction prediction through fine-grained selection and bidirectional random walk methodology
    Wang, Yaping
    Yin, Zhixiang
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01):