Classification of myocardial infarction with multi-lead ECG signals and deep CNN

PhysioBank, PhysioToolkit, and PhysioNet

Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.5K citations · Full text

Engineering, Biomedical Engineering, Physiology +15

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh et al. · Information Sciences · 2017 · 933 citations

Engineering, Biomedical Engineering, Cardiology +17

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

Medicine, Cardiology, Computer Science +16

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

Medicine, Biomedical Engineering, Cardiology +14

Novel methodology of cardiac health recognition based on ECG signals and evolutionary-neural system

Paweł Pławiak · Expert Systems with Applications · 2017 · 268 citations · Full text

Engineering, Biomedical Engineering, Cardiology +17