Publicaciones en las que colabora con Andrea Crespo Sedano (18)

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

    European Respiratory Society International Congress

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

    Entropy, Vol. 19, Núm. 9

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

    Entropy, Vol. 19, Núm. 6

  5. 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. Automated analysis of unattended portable oximetry by means of Bayesian neural networks to assist in the diagnosis of sleep apnea

    2016 Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges, GMEPE/PAHCE 2016

  2. Multi-class adaboost to detect Sleep Apnea-Hypopnea Syndrome severity from oximetry recordings obtained at home

    2016 Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges, GMEPE/PAHCE 2016