Concepedia

Electrocardiogram Feature Extraction

Electrocardiogram Feature Extraction is a computational methodology that identifies and isolates morphological and temporal characteristics from electrocardiographic signals to enable subsequent analysis, classification, or diagnosis of cardiac conditions.

3K

Publications

166.7K

Citations

8.3K

Authors

2.3K

Institutions

Publications per year

2017–2026

1.6K

Parents

Publications

3K

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Awni Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi et al. · Nature Medicine · 2018 · 3K citations

, , +16

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

Serkan Kıranyaz, Türker İnce, Moncef Gabbouj · IEEE Transactions on Biomedical Engineering · 2015 · 1.9K citations

, , +17

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

Detection of ECG characteristic points using wavelet transforms

Cuiwei Li, Chong-Xun Zheng, Changfeng Tai · IEEE Transactions on Biomedical Engineering · 1995 · 1.6K citations

, , +17

Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram

Zachi I. Attia, Suraj Kapa, Francisco López-Jiménez et al. · Nature Medicine · 2018 · 1.3K citations

, , +14

1–5 of 3K

Authors

8.3K

  1. UR
    U. Rajendra Acharya

    Ngee Ann Polytechnic, Singapore

    49 publications · 8.3K citations

    44

    h-index

  2. PA
    Paul A. Friedman

    Mayo Clinic, United States

    23 publications · 2.9K citations

    18

    h-index

  3. RT
    Ru‐San Tan

    National Heart Centre Singapore, Singapore

    19 publications · 2.6K citations

    18

    h-index

  4. ZI
    Zachi I. Attia

    Mayo Clinic, United States

    20 publications · 2.8K citations

    17

    h-index

  5. MM
    Madhuchhanda Mitra

    University of Calcutta, India

    21 publications · 1.3K citations

    16

    h-index

1–5 of 8.3K

Institutions

2.3K

  1. Ngee Ann Polytechnic

    Singapore, Singapore

    45 h-index

    166 publications

    31K citations

  2. Singapore University of Social Sciences

    Singapore, Singapore

    29 h-index

    35 publications

    6K citations

  3. University of Malaya

    Kuala Lumpur, Malaysia

    27 h-index

    46 publications

    7.2K citations

  4. National Heart Centre Singapore

    Singapore, Singapore

    22 h-index

    24 publications

    3.3K citations

  5. Shandong University

    Jinan, China

    21 h-index

    131 publications

    6.2K citations

  6. University of Oxford

    Oxford, United Kingdom

    20 h-index

    84 publications

    6.3K citations

  7. Chinese Academy of Sciences

    Beijing, China

    19 h-index

    69 publications

    3.8K citations

  8. Harbin Institute of Technology

    Harbin, China

    19 h-index

    81 publications

    5.8K citations

1–8 of 2.3K

Venues

  1. IEEE Transactions on Biomedical Engineering

    73 publications · 17.6K citations

    52

    h-index

  2. Biomedical Signal Processing and Control

    103 publications · 6.6K citations

    42

    h-index

  3. IEEE Access

    69 publications · 5K citations

    38

    h-index

  4. Expert Systems with Applications

    52 publications · 4.2K citations

    36

    h-index

  5. Computer Methods and Programs in Biomedicine

    57 publications · 5.4K citations

    36

    h-index

1–5