Publications by the researcher in collaboration with Andrea Crespo Sedano (31)

2021

  1. Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults

    Applied Soft Computing, Vol. 111

2020

  1. A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow

    Scientific Reports, Vol. 10, Núm. 1

  2. Assessment of nocturnal autonomic cardiac imbalance in positional obstructive sleep apnea. A multiscale nonlinear approach

    Entropy, Vol. 22, Núm. 12, pp. 1-17

  3. 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

  4. Study of the Adherence to continuous positive airway pressure Treatment in Patients with Obstructive Sleep Apnea Syndrome in the Confinement During the COVID-19 Pandemic

    Archivos de Bronconeumologia, Vol. 56, Núm. 12, pp. 818-819

2019

  1. Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings

    IEEE Journal of Biomedical and Health Informatics, Vol. 23, Núm. 2, pp. 882-892

2018

  1. Assessment of oximetry-based statistical classifiers as simplified screening tools in the management of childhood obstructive sleep apnea

    Sleep and Breathing, Vol. 22, Núm. 4, pp. 1063-1073

  2. Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis

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

  3. Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea-hypopnoea syndrome diagnosis

    Physiological Measurement, Vol. 39, Núm. 11

  4. Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost

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

  5. Oximetry use in obstructive sleep apnea

    Expert Review of Respiratory Medicine, Vol. 12, Núm. 8, pp. 665-681

  6. Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing

    IFMBE Proceedings

  7. Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea

    Physiological Measurement, Vol. 39, Núm. 10

  8. Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings

    Computer Methods and Programs in Biomedicine, Vol. 156, pp. 141-149

  9. Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

    PLoS ONE, Vol. 13, Núm. 12

2017

  1. A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation

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

  2. Análisis de diferencias de segundo orden aplicado a la señal de flujo aéreo monocanal para la ayuda al diagnóstico del síndrome de la apnea-hipopnea del sueño en niños

    XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas

  3. Análisis de fluctuaciones sin tendencias (DFA) en los registros de oximetría para la ayuda en el diagnóstico del síndrome de la apnea-hipopnea del sueño infantil

    XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas

  4. Assessment of automated analysis of portable oximetry as a screening test for moderate-to-severe sleep apnea in patients with chronic obstructive pulmonary disease

    PLoS ONE, Vol. 12, Núm. 11

  5. Automated detection of childhood sleep apnea using discrete wavelet transform of nocturnal oximetry and anthropometric variables

    European Respiratory Society International Congress