Synthetic ECG Signal Generation Using Generative Neural Networks

Edmond Adib, Fatemeh Afghah, John J. Prevost

Electrocardiogram (ECG) datasets tend to be highly imbalanced due to the scarcity of abnormal cases. Additionally, the use of real patients' ECGs is highly regulated due to privacy…