Arrhythmia Classification using CGAN-augmented ECG Signals

Edmond Adib, Fatemeh Afghah, John J. Prevost

ECG databases are usually highly imbalanced due to the abundance of Normal ECG and scarcity of abnormal cases. As such, deep learning classifiers trained on imbalanced datasets usu…