SubMDTA: drug target affinity prediction based on substructure extraction and multi-scale features

被引：0
|
作者：
Shourun Pan
Leiming Xia
Lei Xu
Zhen Li
机构：
[1] Qingdao University,College of Computer Science and Technology
来源：
BMC Bioinformatics | / 24卷
关键词：
Drug–target binding affinity; Self-supervised learning; Mutual information; Multi-scale features;
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] SubMDTA: drug target affinity prediction based on substructure extraction and multi-scale features
    Pan, Shourun
    Xia, Leiming
    Xu, Lei
    Li, Zhen
    [J]. BMC BIOINFORMATICS, 2023, 24 (01)
  • [2] Prediction of drug–target binding affinity based on multi-scale feature fusion
    Yu, Hui
    Xu, Wen-Xin
    Tan, Tian
    Liu, Zun
    Shi, Jian-Yu
    [J]. Computers in Biology and Medicine, 2024, 178
  • [3] Drug-target binding affinity prediction model based on multi-scale diffusion and interactive learning
    Zhu, Zhiqin
    Zheng, Xin
    Qi, Guanqiu
    Gong, Yifei
    Li, Yuanyuan
    Mazur, Neal
    Cong, Baisen
    Gao, Xinbo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 255
  • [4] Drug-target affinity prediction method based on multi-scale information interaction and graph optimization
    Zhu, Zhiqin
    Yao, Zheng
    Zheng, Xin
    Qi, Guanqiu
    Li, Yuanyuan
    Mazur, Neal
    Gao, Xinbo
    Gong, Yifei
    Cong, Baisen
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 167
  • [5] MFF-DTA: Multi-scale feature fusion for drug-target affinity prediction
    Tang, Xiwei
    Ma, Wanjun
    Yang, Mengyun
    Li, Wenjun
    [J]. METHODS, 2024, 231 : 1 - 7
  • [6] An Ameliorated Prediction of Drug-Target Interactions Based on Multi-Scale Discrete Wavelet Transform and Network Features
    Shen, Cong
    Ding, Yijie
    Tang, Jijun
    Xu, Xinying
    Guo, Fei
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (08)
  • [7] Time Series Prediction Based on Multi-Scale Feature Extraction
    Zhang, Ruixue
    Hao, Yongtao
    [J]. MATHEMATICS, 2024, 12 (07)
  • [8] Abnormal Event Detection Based on Multi-Scale Features Prediction
    Wang, Jun
    [J]. Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2022, 51 (04): : 586 - 591
  • [9] Robust multi-scale extraction of blob features
    Forssén, PE
    Granlund, G
    [J]. IMAGE ANALYSIS, PROCEEDINGS, 2003, 2749 : 11 - 18
  • [10] Robust multi-scale extraction of blob features
    Forssén, Per-Erik
    Granlund, Gösta
    [J]. Lect. Notes Comput. Sci., 1600, (11-18):
12345