Multi-view feature representation and fusion for drug-drug interactions prediction

被引:0
|
作者
Jing Wang
Shuo Zhang
Runzhi Li
Gang Chen
Siyu Yan
Lihong Ma
机构
[1] Zhengzhou University,School of Computer and Artificial Intelligence
[2] Zhengzhou University,Cooperative Innovation Center of Internet Healthcare
[3] Henan University,School of Artificial Intelligence
[4] Fuwai Hospital,undefined
[5] National Center for Cardiovascular Diseases,undefined
[6] Chinese Academy of Medical Sciences and Peking Union Medical College,undefined
来源
关键词
Drug-drug interactions; Graph representation; Drug molecular structure; Semantic information extraction; Feature fusion;
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] Multi-view feature representation and fusion for drug-drug interactions prediction
    Wang, Jing
    Zhang, Shuo
    Li, Runzhi
    Chen, Gang
    Yan, Siyu
    Ma, Lihong
    [J]. BMC BIOINFORMATICS, 2023, 24 (01)
  • [2] Multi-view Feature Fusion Based on Self-attention Mechanism for Drug-drug Interaction Prediction
    Han, Hui
    Zhang, Weiyu
    Sun, Xu
    Lu, Wenpeng
    [J]. 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [3] Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction
    Wang, Yingheng
    Min, Yaosen
    Chen, Xin
    Wu, Ji
    [J]. PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2021 (WWW 2021), 2021, : 2921 - 2933
  • [4] Enhancing Drug Peptide Sequence Prediction Using Multi-view Feature Fusion Learning
    Zhang, Junyu
    Lu, Ronglin
    Zhou, Hongmei
    Jiang, Xinbo
    [J]. CURRENT BIOINFORMATICS, 2024,
  • [5] MUFFIN: multi-scale feature fusion for drug-drug interaction prediction
    Chen, Yujie
    Ma, Tengfei
    Yang, Xixi
    Wang, Jianmin
    Song, Bosheng
    Zeng, Xiangxiang
    [J]. BIOINFORMATICS, 2021, 37 (17) : 2651 - 2658
  • [6] Predicting drug-drug interactions based on multi-view and multichannel attention deep learning
    Huang, Liyu
    Chen, Qingfeng
    Lan, Wei
    [J]. HEALTH INFORMATION SCIENCE AND SYSTEMS, 2023, 11 (01)
  • [7] Predicting drug-drug adverse reactions via multi-view graph contrastive representation model
    Luhe Zhuang
    Hong Wang
    Meifang Hua
    Wei Li
    Hui Zhang
    [J]. Applied Intelligence, 2023, 53 : 17411 - 17428
  • [8] Predicting drug-drug adverse reactions via multi-view graph contrastive representation model
    Zhuang, Luhe
    Wang, Hong
    Hua, Meifang
    Li, Wei
    Zhang, Hui
    [J]. APPLIED INTELLIGENCE, 2023, 53 (14) : 17411 - 17428
  • [9] Predicting Drug-Disease Associations Through Similarity Network Fusion and Multi-View Feature Projection Representation
    Wang, Shiming
    Li, Jie
    Wang, Dong
    Xu, Dechen
    Jin, Jiahuan
    Wang, Yadong
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (10) : 5165 - 5176
  • [10] Prediction of Drug-Drug Interactions Based on Multi-layer Feature Selection and Data Balance
    Yue Kejuan
    Zou Beiji
    Wang Lei
    Li Xiao
    Zeng Min
    Wei Faran
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2017, 26 (03) : 585 - 590