ECG based one-dimensional residual deep convolutional auto-encoder model for heart disease classification

Automated arrhythmia classification based on a combination network of CNN and LSTM

Chen Chen, Zhengchun Hua, Ruiqi Zhang et al. · Biomedical Signal Processing and Control · 2019 · 264 citations

Medicine, Cardiology, Computer Science +14

RETRACTED ARTICLE: Novel deep genetic ensemble of classifiers for arrhythmia detection using ECG signals

Paweł Pławiak, U. Rajendra Acharya · Neural Computing and Applications · 2019 · 250 citations · Full text

Engineering, Biomedical Engineering, Cardiology +16

Generalization of Convolutional Neural Networks for ECG Classification Using Generative Adversarial Networks

Abdelrahman Shaker, Manal Tantawi, Howida A. Shedeed et al. · IEEE Access · 2020 · 227 citations · Full text

Computing, Cardiology, Computer Science +17

ECG arrhythmia classification by using a recurrence plot and convolutional neural network

Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien‐Hung Lin et al. · Biomedical Signal Processing and Control · 2020 · 204 citations · Full text

Medicine, Biomedical Engineering, Cardiology +16

ECG-based machine-learning algorithms for heartbeat classification

Saira Aziz, Sajid Ahmed, Mohamed‐Slim Alouini · Scientific Reports · 2021 · 189 citations · Full text

Engineering, Cardiology, Health Informatics +15