Lightweight Multireceptive Field CNN for 12-Lead ECG Signal Classification

被引:0
|
作者
Feyisa, Degaga Wolde [1 ,2 ]
Debelee, Taye Girma [1 ,2 ]
Ayano, Yehualashet Megersa [1 ]
Kebede, Samuel Rahimeto [1 ,3 ]
Assore, Tariku Fekadu [4 ]
机构
[1] Ethiopian Artificial Intelligence Institute, P.O. Box 40782, Addis Ababa, Ethiopia
[2] Department of Computer Engineering, Addis Ababa Science and Technology University, P.O. Box 120611, Addis Ababa, Ethiopia
[3] Department of Electrical and Computer Engineering, Debre Berhan University, Debre Berhan,445, Ethiopia
[4] Yekatit 12 Hospital Medical College, Addis Ababa, Ethiopia
关键词
All Open Access; Gold;
D O I
暂无
中图分类号
学科分类号
摘要
Electrocardiograms
引用
收藏
相关论文
共 50 条
  • [31] 12-Lead ECG signal classification for detecting ECG arrhythmia via an information bottleneck-based multi-scale network
    Zhang, Siyuan
    Lian, Cheng
    Xu, Bingrong
    Su, Yixin
    Alhudhaif, Adi
    INFORMATION SCIENCES, 2024, 662
  • [32] Multilabel 12-Lead ECG Classification Based on Leadwise Grouping Multibranch Network
    Xie, Xiaoyun
    Liu, Hui
    Chen, Da
    Shu, Minglei
    Wang, Yinglong
    IEEE Transactions on Instrumentation and Measurement, 2022, 71
  • [33] Multilabel 12-Lead ECG Classification Based on Leadwise Grouping Multibranch Network
    Xie, Xiaoyun
    Liu, Hui
    Chen, Da
    Shu, Minglei
    Wang, Yinglong
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [34] Multi-Stream Deep Neural Network For 12-Lead ECG Classification
    Baumgartner, Martin
    Eggerth, Alphons
    Ziegl, Andreas
    Hayn, Dieter
    Schreier, Guenter
    2020 COMPUTING IN CARDIOLOGY, 2020,
  • [35] ECG Signal Quality Assessments of Real-Time Single-Lead Wearable SmartPatch and 12-Lead ECG
    Im, Sung I.
    Hyun, B. A. E. Su
    Cho, Sung Phil
    CIRCULATION, 2023, 148
  • [36] ECGEL: a multimodal 12-lead ECG classification model for heart failure prediction
    Liang, Xintong
    Jiang, Nan
    Qi, Pengjia
    Chen, Zhengkui
    Tong, Jijun
    Xia, Shudong
    BIOMEDICAL ENGINEERING LETTERS, 2025, : 537 - 547
  • [37] Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs
    Liu, Yunqing
    Liu, Jinlei
    Tian, Yuanyuan
    Jin, Yanrui
    Li, Zhiyuan
    Zhao, Liqun
    Liu, Chengliang
    APPLIED SOFT COMPUTING, 2024, 154
  • [38] How to interpret the paediatric 12-lead ECG
    Mikrou, Paraskevi
    Shivaram, Pushpa
    Kanaris, Constantinos
    ARCHIVES OF DISEASE IN CHILDHOOD-EDUCATION AND PRACTICE EDITION, 2022, 107 (04): : 279 - 287
  • [39] 12-Lead ECG interpretation by database comparison
    Gregg, Richard E.
    Smith, Stephen W.
    Babaeizadeh, Saeed
    JOURNAL OF ELECTROCARDIOLOGY, 2019, 57 : S79 - S85
  • [40] COMPARISON OF INTRACORONARY ECG WITH STANDARD 12-LEAD ECG IN PTCA
    TATAMI, R
    YASUHARA, S
    YAMAMURA, M
    SHIBATA, K
    ISHISE, S
    JAPANESE CIRCULATION JOURNAL-ENGLISH EDITION, 1987, 51 (07): : 812 - 813