Ventricular Arrhythmia Classification Using Classical and Neural Network Approaches

被引：0
|
作者：
L. A. Manilo [1 ]
A. P. Nemirko [1 ]
E. G. Evdakova [1 ]
机构：
[1] St. Petersburg Electrotechnical University “LETI”,
来源：
Pattern Recognition and Image Analysis | 2024年 / 34卷 / 4期
关键词：
electrocardiogram signals frequency analysis; short electrocardiogram signals segments; classification of ventricular arrhythmias; classical machine learning methods; neural network methods;
D O I：
10.1134/S1054661824701037
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1015 / 1020
页数：5
相关论文
共 50 条
  • [1] Ventricular Arrhythmia Classification and Interpretation Using Residual Neural Network with Guided Backpropagation
    Nankani, Deepankar
    Baruah, Rashmi Dutta
    2021 IEEE REGION 10 CONFERENCE (TENCON 2021), 2021, : 574 - 579
  • [2] Arrhythmia Classification System Using Deep Neural Network
    Jeon, EunKwang
    Han, Sangwook
    Chae, MinSu
    Lee, HwaMin
    2019 ELEVENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2019), 2019, : 111 - 114
  • [3] Arrhythmia Classification Techniques Using Deep Neural Network
    Khan, Ali Haider
    Hussain, Muzammil
    Malik, Muhammad Kamran
    COMPLEXITY, 2021, 2021
  • [4] Arrhythmia ventricular fibrillation classification on ECG signal using ensemble feature selection and deep neural network
    M. R. Rajeshwari
    K. S. Kavitha
    Cluster Computing, 2022, 25 : 3085 - 3102
  • [5] Arrhythmia ventricular fibrillation classification on ECG signal using ensemble feature selection and deep neural network
    Rajeshwari, M. R.
    Kavitha, K. S.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2022, 25 (05): : 3085 - 3102
  • [6] Neural network and wavelets in arrhythmia classification
    Jain, V
    Sahambi, JS
    APPLIED COMPUTING, PROCEEDINGS, 2004, 3285 : 92 - 99
  • [7] ECG Arrhythmia Classification By Using Convolutional Neural Network And Spectrogram
    Sen, Sena Yagmur
    Ozkurt, Nalan
    2019 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU), 2019, : 172 - 177
  • [8] Robust Classification of Cardiac Arrhythmia Using a Deep Neural Network
    Lennox, Connor
    Mahmud, Md Shaad
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 288 - 291
  • [9] Classification of Electrocardiogram Signals for Arrhythmia Detection Using Convolutional Neural Network
    Raza, Muhammad Aleem
    Anwar, Muhammad
    Nisar, Kashif
    Ibrahim, Ag. Asri Ag
    Raza, Usman Ahmed
    Khan, Sadiq Ali
    Ahmad, Fahad
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 77 (03): : 3817 - 3834
  • [10] ECG arrhythmia classification by using a recurrence plot and convolutional neural network
    Mathunjwa, Bhekumuzi M.
    Lin, Yin-Tsong
    Lin, Chien-Hung
    Abbod, Maysam F.
    Shieh, Jiann-Shing
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2021, 64
12345