Biomedical semantic indexing by deep neural network with multi-task learning

被引:0
|
作者
Yongping Du
Yunpeng Pan
Chencheng Wang
Junzhong Ji
机构
[1] Beijing University of Technology,Faculty of Information Technology
来源
关键词
Multi-label classification; Biomedical semantic indexing; Data mining; Natural language processing; Multi-task learning; Word embedding;
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] Biomedical semantic indexing by deep neural network with multi-task learning
    Du, Yongping
    Pan, Yunpeng
    Wang, Chencheng
    Ji, Junzhong
    [J]. BMC BIOINFORMATICS, 2018, 19
  • [2] A Novel Serial Deep Multi-Task Learning Model for Large Scale Biomedical Semantic Indexing
    Du, Yongping
    Pan, Yunpeng
    Ji, Junzhong
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2017, : 533 - 537
  • [3] MULTI-TASK DEEP NEURAL NETWORK FOR MULTI-LABEL LEARNING
    Huang, Yan
    Wang, Wei
    Wang, Liang
    Tan, Tieniu
    [J]. 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 2897 - 2900
  • [4] Multi-task Learning for Deep Semantic Hashing
    Ma, Lei
    Li, Hongliang
    Wu, Qingbo
    Shang, Chao
    Ngan, Kingngi
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON VISUAL COMMUNICATIONS AND IMAGE PROCESSING (IEEE VCIP), 2018,
  • [5] A neural network multi-task learning approach to biomedical named entity recognition
    Gamal Crichton
    Sampo Pyysalo
    Billy Chiu
    Anna Korhonen
    [J]. BMC Bioinformatics, 18
  • [6] A neural network multi-task learning approach to biomedical named entity recognition
    Crichton, Gamal
    Pyysalo, Sampo
    Chiu, Billy
    Korhonen, Anna
    [J]. BMC BIOINFORMATICS, 2017, 18
  • [7] Measurement of Endometrial Thickness Using Deep Neural Network with Multi-task Learning
    He, Jianchong
    Liang, Xiaowen
    Lu, Yao
    Wei, Jun
    Chen, Zhiyi
    [J]. THIRTEENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2021), 2022, 12083
  • [8] ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning
    Lim, Heechul
    Chon, Kang-Wook
    Kim, Min-Soo
    [J]. IEEE ACCESS, 2023, 11 : 34297 - 34308
  • [9] A multi-task learning convolutional neural network for source localization in deep ocean
    Liu, Yining
    Niu, Haiqiang
    Li, Zhenglin
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2020, 148 (02): : 873 - 883
  • [10] Deep Convolutional Neural Network with Multi-Task Learning Scheme for Modulations Recognition
    Mossad, Omar S.
    ElNainay, Mustafa
    Torki, Marwan
    [J]. 2019 15TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2019, : 1644 - 1649