Multi-modal learning and its application for biomedical data

被引:1
|
作者
Liu, Jin [1 ]
Zhang, Yu-Dong [2 ]
Cai, Hongming [3 ]
机构
[1] Cent South Univ, Sch Comp Sci & Engn, Changsha, Peoples R China
[2] Univ Leicester, Leicester, England
[3] South China Univ Technol, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-modal learning; biomedical data; machine learning; deep learning; precision medicine;
D O I
10.3389/fmed.2023.1342374
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Learning multi-modal dictionaries: Application to audiovisual data
    Monaci, Gianluca
    Jost, Philippe
    Vandergheynst, Pierre
    Mailhe, Boris
    Lesage, Sylvain
    Gribonval, Remi
    MULTIMEDIA CONTENT REPRESENTATION, CLASSIFICATION AND SECURITY, 2006, 4105 : 538 - 545
  • [2] Scalable analysis of multi-modal biomedical data
    Smith, Jaclyn
    Shi, Yao
    Benedikt, Michael
    Nikolic, Milos
    GIGASCIENCE, 2021, 10 (09):
  • [3] Fusing biomedical multi-modal data for exploratory data analysis
    Martin, Christian
    Deters, Harmen grosse
    Nattkemper, Tim W.
    ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2, 2006, 4132 : 798 - 807
  • [4] Multi-modal perceptualization of volumetric data and its application to molecular docking
    Maciejewski, R
    Choi, S
    Ebert, DS
    Tan, HZ
    WORLD HAPTICS CONFERENCE: FIRST JOINT EUROHAPTICS CONFERENCE AND SYMPOSIUM ON HAPTIC INTERFACES FOR VIRUTUAL ENVIRONMENT AND TELEOPERATOR SYSTEMS, PROCEEDINGS, 2005, : 511 - 514
  • [5] Learning to Hash on Partial Multi-Modal Data
    Wang, Qifan
    Si, Luo
    Shen, Bin
    PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, : 3904 - 3910
  • [6] Multi-modal anchor adaptation learning for multi-modal summarization
    Chen, Zhongfeng
    Lu, Zhenyu
    Rong, Huan
    Zhao, Chuanjun
    Xu, Fan
    NEUROCOMPUTING, 2024, 570
  • [7] Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data
    Zhang, Yilin
    Chen, Shuo
    Mccoy, Rozalina G.
    Chen, Chixiang
    Chen, Yuzhou
    ARTIFICIAL INTELLIGENCE IN MEDICINE, PT II, AIME 2024, 2024, 14845 : 238 - 248
  • [8] Learning Shared and Specific Factors for Multi-modal Data
    Yin, Qiyue
    Huang, Yan
    Wu, Shu
    Wang, Liang
    COMPUTER VISION, PT II, 2017, 772 : 89 - 98
  • [9] LEARNING UNIFIED SPARSE REPRESENTATIONS FOR MULTI-MODAL DATA
    Wang, Kaiye
    Wang, Wei
    Wang, Liang
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 3545 - 3549
  • [10] Multi-modal Contrastive Learning for Healthcare Data Analytics
    Li, Rui
    Gao, Jing
    2022 IEEE 10TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2022), 2022, : 120 - 127