Concepedia

Ecg Anomaly Detection

ECG Anomaly Detection is a computational method in biomedical signal processing that identifies deviations from normal cardiac electrophysiological patterns in electrocardiogram signals through systematic analysis of morphological and temporal features.

654

Publications

36.7K

Citations

2.4K

Authors

990

Institutions

Publications per year

2017–2026

412

Parents

Publications

654

Arrhythmia detection using deep convolutional neural network with long duration ECG signals

Özal Yıldırım, Paweł Pławiak, Ru‐San Tan et al. · Computers in Biology and Medicine · 2018 · 845 citations · Full text

, , +16

A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification

Computers in Biology and Medicine · 2018 · 818 citations

, , +16

Automatic diagnosis of the 12-lead ECG using a deep neural network

Nature Communications · 2020 · 785 citations · Full text

, , +17

Annotated 12 lead ECG dataset

Antônio H. Ribeiro, Gabriela M. M. Paixão, Derick M. Oliveira et al. · RePEc: Research Papers in Economics · 2020 · 756 citations

, , +17

Deep learning approach for active classification of electrocardiogram signals

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haikel Alhichri et al. · Information Sciences · 2016 · 631 citations · Full text

, , +16

1–5 of 654

Authors

2.4K

  1. UR
    U. Rajendra Acharya

    Ngee Ann Polytechnic, Singapore

    14 publications · 2.8K citations

    14

    h-index

  2. RT
    Ru‐San Tan

    National Heart Centre Singapore, Singapore

    12 publications · 2.3K citations

    12

    h-index

  3. CL
    Chengyu Liu

    Southeast University, China

    6 publications · 1.3K citations

    7

    h-index

  4. PP
    Paweł Pławiak

    Cracow University of Technology, Poland

    6 publications · 1.6K citations

    6

    h-index

  5. SL
    Shu Lih Oh

    Ngee Ann Polytechnic, Singapore

    5 publications · 948 citations

    5

    h-index

1–5 of 2.4K

Institutions

990

  1. National Heart Centre Singapore

    Singapore, Singapore

    13 h-index

    13 publications

    2.3K citations

  2. Ngee Ann Polytechnic

    Singapore, Singapore

    13 h-index

    33 publications

    7.3K citations

  3. Singapore University of Social Sciences

    Singapore, Singapore

    10 h-index

    11 publications

    2.4K citations

  4. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    29 publications

    2.5K citations

  5. National University of Singapore

    Singapore, Singapore

    10 h-index

    17 publications

    1.7K citations

  6. Duke-NUS Medical School

    Singapore, Singapore

    9 h-index

    9 publications

    1.4K citations

  7. Lund University

    Lund, Sweden

    9 h-index

    25 publications

    1.1K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    15 publications

    813 citations

1–8 of 990

Venues

  1. Biomedical Signal Processing and Control

    45 publications · 2.6K citations

    28

    h-index

  2. Computers in Biology and Medicine

    31 publications · 4.1K citations

    25

    h-index

  3. Expert Systems with Applications

    20 publications · 2.1K citations

    19

    h-index

  4. Computer Methods and Programs in Biomedicine

    18 publications · 1.3K citations

    18

    h-index

  5. Measurement

    15 publications · 1.2K citations

    15

    h-index

1–5