SincVAE: A new semi-supervised approach to improve anomaly detection on EEG data using SincNet and variational autoencoder

Over the past few decades, electroencephalography monitoring has become a pivotal tool for diagnosing neurological disorders, particularly for detecting seizures. Epilepsy, one of the most prevalent neurological diseases worldwide, affects approximately 1% of the population. These patients face sign...

Full description

Saved in:
Bibliographic Details
Main Authors: Andrea Pollastro, Francesco Isgrò, Roberto Prevete
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Computer Methods and Programs in Biomedicine Update
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666990025000382
Tags: Add Tag
No Tags, Be the first to tag this record!