Publications by the researcher in collaboration with Isaac Fernández-Varela (9)

2020

  1. 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

    Computers in Biology and Medicine, Vol. 119

2019

  1. Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases

    Sleep Medicine, Vol. 57, pp. 6-14

2018

  1. A systematic approach to API usability: Taxonomy-derived criteria and a case study

    Information and Software Technology, Vol. 97, pp. 46-63

  2. On The Automation of Medical Knowledge and Medical Decision Support Systems

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 187-217

  3. Una red convolucional para la clasificación de las fases de sueño

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings

    Computers in Biology and Medicine, Vol. 87, pp. 77-86

  2. Combining machine learning models for the automatic detection of EEG arousals

    Neurocomputing, Vol. 268, pp. 100-108

  3. Outlining a simple and robust method for the automatic detection of EEG arousals

    ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2016

  1. Automatic detection of EEG Arousals

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks