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
  • [1] Lightweight Multireceptive Field CNN for 12-Lead ECG Signal Classification
    Feyisa, Degaga Wolde
    Debelee, Taye Girma
    Ayano, Yehualashet Megersa
    Kebede, Samuel Rahimeto
    Assore, Tariku Fekadu
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [2] Analysis of 12-lead Classification Models for ECG Classification
    Llamedo, M.
    Khawaja, A.
    Martinez, J. P.
    COMPUTING IN CARDIOLOGY 2010, VOL 37, 2010, 37 : 673 - 676
  • [3] Utilization of Residual CNN-GRU With Attention Mechanism for Classification of 12-lead ECG
    Nejedly, Petr
    Ivora, Adam
    Viscor, Ivo
    Halamek, Josef
    Jurak, Pavel
    Plesinger, Filip
    2020 COMPUTING IN CARDIOLOGY, 2020,
  • [4] An intelligent framework for the classification of the 12-lead ECG
    Nugent, CD
    Webb, JAC
    Black, ND
    Wright, GTH
    McIntyre, M
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 1999, 16 (03) : 205 - 222
  • [5] ECGConVT: A Hybrid CNN and Vision Transformer Model for Enhanced 12-Lead ECG Images Classification
    Khalid, Mudassar
    Pluempitiwiriyawej, Charnchai
    Abdulkadhem, Abdulkadhem A.
    Afzal, Imran
    Truong, Tien
    IEEE ACCESS, 2024, 12 : 193043 - 193056
  • [6] Label decoupling strategy for 12-lead ECG classification
    Zhang, Shuo
    Li, Yuwen
    Wang, Xingyao
    Gao, Hongxiang
    Li, Jianqing
    Liu, Chengyu
    KNOWLEDGE-BASED SYSTEMS, 2023, 263
  • [7] Cardiac Pathologies Detection and Classification in 12-lead ECG
    Smisek, Radovan
    Nemcova, Andrea
    Marsanova, Lucie
    Smital, Lukas
    Vitek, Martin
    Kozumplik, Jiri
    2020 COMPUTING IN CARDIOLOGY, 2020,
  • [8] Data Augmentation for 12-Lead ECG Beat Classification
    Edmund Do
    Jack Boynton
    Byung Suk Lee
    Daniel Lustgarten
    SN Computer Science, 2022, 3 (1)
  • [9] Feature and classifier fusion for 12-lead ECG classification
    Nugent, CD
    Webb, JAC
    Black, ND
    MEDICAL INFORMATICS AND THE INTERNET IN MEDICINE, 2000, 25 (03): : 225 - 235
  • [10] Prehospital 12-lead ECG
    Joyce, SM
    ANNALS OF EMERGENCY MEDICINE, 1997, 30 (03) : 352 - 352