Synthetic ECG Generation for Data Augmentation and Transfer Learning in Arrhythmia Classification

José Fernando Núñez, Jamie Arjona, Javier Béjar

Deep learning models need a sufficient amount of data in order to be able to find the hidden patterns in it. It is the purpose of generative modeling to learn the data distribution…