66 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
Inter-database validation of a deep learning approach for automatic sleep scoring
Diego Alvarez-Estevez, Roselyne M. Rijsman
In this work we describe a new deep learning approach for automatic sleep staging, and carry out its validation by addressing its generalization capabilities on a wide range of sle…
Addressing database variability in learning from medical data: an ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring
Diego Alvarez-Estevez, Isaac Fernández-Varela
In this work we examine some of the problems associated with the development of machine learning models with the objective to achieve robust generalization capabilities on common-t…
Uncertainty in Quantum Rule-Based Systems
Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Alvarez-Estevez
This article deals with the problem of the uncertainty in rule-based systems (RBS), but from the perspective of quantum computing (QC). In this work we first remember the character…
Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases
Diego Alvarez-Estevez, Isaac Fernández-Varela
: To assess the validity of an automatic EEG arousal detection algorithm using large patient samples and different heterogeneous databases : A…