44 citations · 49 across the 5 of their papers we have counts for
3 papers · 1 filter
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring
Enrique Fernandez-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos +1
Over the years, several approaches have tried to tackle the problem of performing an automatic scoring of the sleeping stages. Although any polysomnography usually collects over a…
Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal
Enrique Fernandez-Blanco, Daniel Rivero, Alejandro Pazos
Sleeping problems have become one of the major diseases all over the world. To tackle this issue, the basic tool used by specialists is the Polysomnogram, which is a collection of…
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications
Enrique Fernandez-Blanco, Daniel Rivero, Marcos Gestal +4
Data mining and data classification over biomedical data are two of the most important research fields in computer science. Among the great diversity of techniques that can be used…