Optimizing Electrocardiogram Signal Augmentation for Realistic Synthetic Data in Deep Learning Model - Safdar, Muhammad Farhan; Palka, Piotr; Faresi, Ahmed Al; Nowak, Robert Marek (Signal Processing Algorithms, Architectures, Arrangements, and Applications Conference proceedings, 2024)
Keywords: Atrial Fibrillation Diagnostic; Biological system modeling; Classification algorithms; Convolutional Neural Network; Data augmentation; Data models; Deep learning; Electrocardiogram classification; Electrocardiography; Heart; Signal processing algorithms; Synthetic data; Time-Shift; Training