The prediction of cardiac abnormality and enhancement in minority class accuracy from imbalanced ECG signals using modified deep neural network models

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

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

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

Engineering, Biomedical Engineering, Cardiology +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

Medicine, Biomedical Engineering, Cardiology +14