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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…
cs.LG2025
Kolmogorov Arnold Network Autoencoder in Medicine
Ugo Lomoio, Pierangelo Veltri, Pietro Hiram Guzzi
Deep learning neural networks architectures such Multi Layer Perceptrons (MLP) and Convolutional blocks still play a crucial role in nowadays research advancements. From a topologi…
cs.LG2024
Leveraging graph neural networks for supporting Automatic Triage of Patients
Annamaria Defilippo, Pierangelo Veltri, Pietro Lio' +1
Patient triage plays a crucial role in emergency departments, ensuring timely and appropriate care based on correctly evaluating the emergency grade of patient conditions. Triage m…