Publicaciones en colaboración con investigadores/as de Hospital Universitario Pío del Río Hortega (13)

2023

  1. Quantification of the robustness of functional neural networks: application to the characterization of Alzheimer's disease continuum

    Journal of neural engineering, Vol. 20, Núm. 3

2022

  1. Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea

    Advances in experimental medicine and biology, Vol. 1384, pp. 131-146

2021

  1. Exploring the alterations in the distribution of neural network weights in dementia due to Alzheimer’s disease

    Entropy, Vol. 23, Núm. 5

  2. Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker

    Frontiers in Neuroscience, Vol. 15

2020

  1. Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  2. Network Analysis on Overnight EEG Spectrum to Assess Relationships Between Paediatric Sleep Apnoea and Cognition

    IFMBE Proceedings

2017

  1. Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2016

  1. Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2015

  1. Assessment of time and frequency domain entropies to detect sleep apnoea in heart rate variability recordings from men and women

    Entropy, Vol. 17, Núm. 1, pp. 123-141

2014

  1. Adaboost classification to detect sleep apnea from airflow recordings

    IFMBE Proceedings

  2. Applying variable ranking to oximetric recordings in sleep apnea diagnosis

    IFMBE Proceedings

  3. Classification methods from heart rate variability to assist in SAHS diagnosis

    IFMBE Proceedings

2013

  1. Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS