Publicaciones en las que colabora con Andrea Crespo Sedano (22)

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

2018

  1. 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

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

    Physiological Measurement, Vol. 39, Núm. 11

  3. 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

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

    IFMBE Proceedings

  5. 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

  6. 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

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

    European Respiratory Society International Congress

  5. Irregularity and variability analysis of airflow recordings to facilitate the diagnosis of paediatric sleep apnoea-hypopnoea syndrome

    Entropy, Vol. 19, Núm. 9

  6. Multiscale entropy analysis of unattended oximetric recordings to assist in the screening of paediatric sleep apnoea at home

    Entropy, Vol. 19, Núm. 6

  7. Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis

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

2016

  1. Análisis de la señal de oximetría mediante la densidad espectral de potencia y bispectrum en la ayuda al diagnóstico de la apnea infantil

    CASEIB 2016 XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas

  2. Análisis espectral de la señal de flujo aéreo como ayuda al diagnóstico del síndrome de apnea-hipopnea del sueño en niños

    CASEIB 2016 XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas