ECG signals-based automated diagnosis of congestive heart failure using Deep CNN and LSTM architecture

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

Computing, Cardiology, Health Informatics +17

A new approach for arrhythmia classification using deep coded features and LSTM networks

Ulaş Baran Baloğlu, Ru‐San Tan, Edward J. Ciaccio et al. · Computer Methods and Programs in Biomedicine · 2019 · 375 citations

Medicine, Biomedical Engineering, Cardiology +16

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh et al. · Applied Intelligence · 2018 · 307 citations

Medicine, Cardiology, Computer Science +17

Analysis and classification of heart diseases using heartbeat features and machine learning algorithms

Fajr Ibrahem Alarsan, Mamoon Younes · Journal Of Big Data · 2019 · 253 citations · Full text

Computing, Computer Science, Health Informatics +16

Deep Learning Approach to Cardiovascular Disease Classification Employing Modified ECG Signal from Empirical Mode Decomposition

Nahian I. Hasan, Arnab Bhattacharjee · Biomedical Signal Processing and Control · 2019 · 180 citations

Engineering, Biomedical Engineering, Cardiology +14