A deep learning approach of heartbeat classification for the single-lead ECG signals and inter-patient paradigm

被引:0
|
作者
Xiao, Hanguang [1 ]
Zhang, Banglin [1 ]
Xia, Qingling [1 ]
Jiang, Bin [1 ]
Ran, Zhiqiang [1 ]
Zhu, Xiuhong [1 ]
Song, Wangwang [1 ]
机构
[1] School of Artificial Intelligence, Chongqing University of Technology, Chongqing,401135, China
关键词
Compendex;
D O I
2nd International Conference on Signal Image Processing and Communication, ICSIPC 2022
中图分类号
学科分类号
摘要
Electrocardiograms
引用
收藏
相关论文
共 50 条
  • [1] Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm
    Dias, Felipe Meneguitti
    Monteiro, Henrique L. M.
    Cabral, Thales Wulfert
    Naji, Rayen
    Kuehni, Michael
    Luz, Eduardo Jose da S.
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 202
  • [2] A Deep Learning Framework for Inter-Patient ECG Classification
    Manh-Hung Nguyen
    Vu-Hoang-Tran
    Thanh-Hai Nguyen
    Thanh-Nghia Nguyen
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2019, 19 (01): : 74 - 84
  • [3] Feature Extraction for Heartbeat Classification in Single-Lead ECG
    Bogatinovski, J.
    Kocev, D.
    Rashkovska, A.
    2019 42ND INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2019, : 320 - 325
  • [4] Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO
    Garcia, Gabriel
    Moreira, Gladston
    Menotti, David
    Luz, Eduardo
    SCIENTIFIC REPORTS, 2017, 7
  • [5] A novel application of deep learning for single-lead ECG classification
    Mathews, Sherin M.
    Kambhamettu, Chandra
    Barner, Kenneth E.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2018, 99 : 53 - 62
  • [6] Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO
    Gabriel Garcia
    Gladston Moreira
    David Menotti
    Eduardo Luz
    Scientific Reports, 7
  • [7] Inter-patient ECG arrhythmia heartbeat classification based on unsupervised domain adaptation
    Wang, Guijin
    Chen, Ming
    Ding, Zijian
    Li, Jiawei
    Yang, Huazhong
    Zhang, Ping
    Wang, Guijin (wangguijin@tsinghua.edu.cn), 1600, Elsevier B.V. (454): : 339 - 349
  • [8] Inter-patient ECG arrhythmia heartbeat classification based on unsupervised domain adaptation
    Wang, Guijin
    Chen, Ming
    Ding, Zijian
    Li, Jiawei
    Yang, Huazhong
    Zhang, Ping
    NEUROCOMPUTING, 2021, 454 : 339 - 349
  • [9] Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network
    Merdjanovska, Elena
    Rashkovska, Aleksandra
    2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 932 - 936
  • [10] Inter-patient ECG arrhythmia heartbeat classification network based on multiscale convolution and FCBA
    Zhou, Fei-yan
    Sun, Yu-hao
    Wang, Ya-wen
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 90