Search Results for author: Alejandro Pazos

Found 7 papers, 1 papers with code

Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring

no code implementations23 Jul 2021 Enrique Fernandez-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos, Daniel Rivero

Over the years, several approaches have tried to tackle the problem of performing an automatic scoring of the sleeping stages.

Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques

1 code implementation18 May 2021 Alejandro Puente-Castro, Enrique Fernandez-Blanco, Alejandro Pazos, Cristian R. Munteanu

There are two main conclusions to be drawn from this work: first, the damages related to AD and its stages can be distinguished in sagittal MRI and, second, the results obtained using DL models with sagittal MRIs are similar to the state-of-the-art, which uses the horizontal-plane MRI.

Transfer Learning

Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal

no code implementations30 Mar 2021 Enrique Fernandez-Blanco, Daniel Rivero, Alejandro Pazos

This process is carried out manually, which can be highly time-consuming and very prone to annotation errors.

EEG

Classical Music Prediction and Composition by means of Variational Autoencoders

no code implementations21 Jun 2019 Daniel Rivero, Enrique Fernandez-Blanco, Alejandro Pazos

However, results show that the system is able to return accurate representations and predictions in unseen data.

NCBO Ontology Recommender 2.0: An Enhanced Approach for Biomedical Ontology Recommendation

no code implementations18 Nov 2016 Marcos Martinez-Romero, Clement Jonquet, Martin J. O'Connor, John Graybeal, Alejandro Pazos, Mark A. Musen

To overcome this problem, in 2010 the National Center for Biomedical Ontology (NCBO) released the Ontology Recommender, which is a service that receives a biomedical text corpus or a list of keywords and suggests ontologies appropriate for referencing the indicated terms.

Data Integration

Cannot find the paper you are looking for? You can Submit a new open access paper.