2 papers
cs.LG2026
A Usable GAN-Based Tool for Synthetic ECG Generation in Cardiac Amyloidosis Research
Francesco Speziale, Ugo Lomoio, Fabiola Boccuto +2
Cardiac amyloidosis (CA) is a rare and underdiagnosed infiltrative cardiomyopathy, and available datasets for machine-learning models are typically small, imbalanced and heterogene…
eess.SP2024
DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution
Ugo Lomoio, Pierangelo Veltri, Pietro Hiram Guzzi +1
Electrocardiogram (ECG) signals play a pivotal role in cardiovascular diagnostics, providing essential information on the electrical activity of the heart. However, the inherent no…