PRS Summer 2020: The Effect of Data Augmentation for ECG Signal Classification

Presentation on the Pattern Recognition Symposium 2020 Please ask your questions in the comments below! Corresponding Paper: The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks Authors: Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas Maier Abstract: Cardiovascular diseases are the most common cause of mortality worldwide. Detection of atrial fibrillation (AF) in the asymp