Drug-target continuous binding affinity prediction using multiple sources of information

被引:0
|
作者
Tanoori, Betsabeh [1 ]
Jahromi, Mansoor Zolghadri [1 ]
Mansoori, Eghbal G. [1 ]
机构
[1] School of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran
关键词
Benchmarking - Regression analysis - Motion compensation - Proteins - Nearest neighbor search - Binding energy;
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
  • [31] Drug-target affinity prediction using graph neural network and contact maps
    Jiang, Mingjian
    Li, Zhen
    Zhang, Shugang
    Wang, Shuang
    Wang, Xiaofeng
    Yuan, Qing
    Wei, Zhiqiang
    RSC ADVANCES, 2020, 10 (35) : 20701 - 20712
  • [32] Drug-target affinity prediction using applicability domain based on data density
    Sugita, Shunya
    Ohue, Masahito
    2021 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY (CIBCB), 2021, : 224 - 229
  • [33] Breaking the barriers of data scarcity in drug-target affinity prediction
    Pei, Qizhi
    Wu, Lijun
    Zhu, Jinhua
    Xia, Yingce
    Xie, Shufang
    Qin, Tao
    Liu, Haiguang
    Liu, Tie-Yan
    Yan, Rui
    BRIEFINGS IN BIOINFORMATICS, 2023, 24 (06)
  • [34] Drug-target binding affinity prediction based on power graph and word2vec
    Hu, Jing
    Hu, Shuo
    Xia, Minghao
    Zheng, Kangxing
    Zhang, Xiaolong
    BMC MEDICAL GENOMICS, 2025, 18 (SUPPL1)
  • [35] GEFA: Early Fusion Approach in Drug-Target Affinity Prediction
    Tri Minh Nguyen
    Thin Nguyen
    Thao Minh Le
    Truyen Tran
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 19 (02) : 718 - 728
  • [36] MGraphDTA: deep multiscale graph neural network for explainable drug-target binding affinity prediction
    Yang, Ziduo
    Zhong, Weihe
    Zhao, Lu
    Chen, Calvin Yu-Chian
    CHEMICAL SCIENCE, 2022, 13 (03) : 816 - 833
  • [37] Optimized differential evolution and hybrid deep learning for superior drug-target binding affinity prediction
    Bhatia, Aryan
    Sharma, Moolchand
    Alabdulkreem, Eatedal
    Alruwais, Nuha
    Saeed, Muhammad Kashif
    Yahya, Abdulsamad Ebrahim
    ALEXANDRIA ENGINEERING JOURNAL, 2024, 106 : 721 - 734
  • [38] DynHeter-DTA: Dynamic Heterogeneous Graph Representation for Drug-Target Binding Affinity Prediction
    Li, Changli
    Li, Guangyue
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2025, 26 (03)
  • [39] TransVAE-DTA: Transformer and variational autoencoder network for drug-target binding affinity prediction
    Zhou, Changjian
    Li, Zhongzheng
    Song, Jia
    Xiang, Wensheng
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 244
  • [40] A deep learning method for drug-target affinity prediction based on sequence interaction information mining
    Jiang, Mingjian
    Shao, Yunchang
    Zhang, Yuanyuan
    Zhou, Wei
    Pang, Shunpeng
    PEERJ, 2023, 11