Concepedia

Beat Classification

Beat Classification is a signal processing task within cardiac electrophysiology that involves the categorical identification of individual heartbeats in electrocardiographic signals based on morphological and temporal features, distinguishing it from broader rhythm analysis by focusing on discrete beat-level discrimination.

468

Publications

32.3K

Citations

1.3K

Authors

586

Institutions

Publications per year

2017–2026

199

Variants

Heartbeat Classification

Parents

Publications

468

Automatic Classification of Heartbeats Using ECG Morphology and Heartbeat Interval Features

Muireann O’Dwyer, Richard B. Reilly · IEEE Transactions on Biomedical Engineering · 2004 · 1.7K citations · Full text

, , +17

A deep convolutional neural network model to classify heartbeats

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara et al. · Computers in Biology and Medicine · 2017 · 1.4K citations

, , +11

ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform

Roshan Joy Martis, U. Rajendra Acharya, Lim Choo Min · Biomedical Signal Processing and Control · 2013 · 719 citations

, , +14

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

Shu Lih Oh, E. Y. K. Ng, Ru‐San Tan et al. · Computers in Biology and Medicine · 2018 · 711 citations · Full text

, , +14

A patient-adaptable ECG beat classifier using a mixture of experts approach

Yu Hen Hu, Shubha Deepti Palreddy, W.J. Tompkins · IEEE Transactions on Biomedical Engineering · 1997 · 614 citations · Full text

, , +17

1–5 of 468

Authors

1.3K

  1. IC
    Ivaylo Christov

    Bulgarian Academy of Sciences, Bulgaria

    8 publications · 560 citations

    8

    h-index

  2. SY
    Sung‐Nien Yu

    National Chung Cheng University, Taiwan

    8 publications · 813 citations

    8

    h-index

  3. ED
    Elif Derya Übeylı

    TOBB University of Economics and Technology, Türkiye

    6 publications · 892 citations

    6

    h-index

  4. IJ
    Irena Jekova

    Bulgarian Academy of Sciences, Bulgaria

    6 publications · 528 citations

    6

    h-index

  5. CL
    Chengyu Liu

    Southeast University, China

    5 publications · 260 citations

    5

    h-index

1–5 of 1.3K

Institutions

586

  1. Bulgarian Academy of Sciences

    Sofia, Bulgaria

    9 h-index

    20 publications

    1.5K citations

  2. Tsinghua University

    Beijing, China

    8 h-index

    26 publications

    1.4K citations

  3. Istanbul Technical University

    Istanbul, Türkiye

    8 h-index

    16 publications

    1.3K citations

  4. National Chung Cheng University

    Minxiong, Taiwan

    8 h-index

    16 publications

    1.6K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    7 h-index

    30 publications

    2.3K citations

  6. National Institute of Technology Rourkela

    Rourkela, India

    7 h-index

    14 publications

    525 citations

  7. University of Ioannina

    Ioannina, Greece

    6 h-index

    26 publications

    2.2K citations

  8. TOBB University of Economics and Technology

    Ankara, Türkiye

    6 h-index

    6 publications

    892 citations

1–8 of 586

Venues

  1. Biomedical Signal Processing and Control

    25 publications · 2.3K citations

    21

    h-index

  2. IEEE Transactions on Biomedical Engineering

    14 publications · 5.2K citations

    14

    h-index

  3. Physiological Measurement

    12 publications · 571 citations

    12

    h-index

  4. Computers in Biology and Medicine

    11 publications · 3.2K citations

    11

    h-index

  5. Expert Systems with Applications

    9 publications · 1.1K citations

    9

    h-index

1–5