A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow D Álvarez, A Cerezo-Hernández, A Crespo, GC Gutiérrez-Tobal, ... Scientific reports 10 (1), 5332, 2020 | 72 | 2020 |
A convolutional neural network architecture to enhance oximetry ability to diagnose pediatric obstructive sleep apnea F Vaquerizo-Villar, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ... IEEE Journal of Biomedical and Health Informatics 25 (8), 2906-2916, 2021 | 49 | 2021 |
Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings F Vaquerizo-Villar, D Alvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ... Computer methods and programs in biomedicine 156, 141-149, 2018 | 41 | 2018 |
Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis V Barroso-García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, D Álvarez, ... Computer Methods and Programs in Biomedicine 183, 105083, 2020 | 28 | 2020 |
Wavelet analysis of overnight airflow to detect obstructive sleep apnea in children V Barroso-García, GC Gutiérrez-Tobal, D Gozal, F Vaquerizo-Villar, ... Sensors 21 (4), 1491, 2021 | 27 | 2021 |
Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome F Vaquerizo-Villar, D Alvarez, L Kheirandish-Gozal, GC Gutierrez-Tobal, ... PloS one 13 (12), e0208502, 2018 | 24 | 2018 |
Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea–hypopnoea syndrome diagnosis F Vaquerizo-Villar, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ... Physiological measurement 39 (11), 114006, 2018 | 24 | 2018 |
Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis V Barroso-García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ... Computers in Biology and Medicine 129, 104167, 2021 | 23 | 2021 |
Multiscale entropy analysis of unattended oximetric recordings to assist in the screening of paediatric sleep apnoea at home A Crespo, D Álvarez, GC Gutiérrez-Tobal, F Vaquerizo-Villar, ... Entropy 19 (6), 284, 2017 | 23 | 2017 |
Convolutional neural networks to detect pediatric apnea-hypopnea events from oximetry F Vaquerizo-Villar, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ... 2019 41st annual international conference of the IEEE engineering in …, 2019 | 18 | 2019 |
Characterization of the dynamic behavior of neural activity in Alzheimer’s disease: Exploring the non-stationarity and recurrence structure of EEG resting-state activity P Núñez, J Poza, C Gómez, V Barroso-García, A Maturana-Candelas, ... Journal of Neural Engineering 17 (1), 016071, 2020 | 17 | 2020 |
Bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea A Martín-Montero, GC Gutiérrez-Tobal, D Gozal, V Barroso-García, ... Entropy 23 (8), 1016, 2021 | 16 | 2021 |
Irregularity and variability analysis of airflow recordings to facilitate the diagnosis of paediatric sleep apnoea-hypopnoea syndrome V Barroso-García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, D Álvarez, ... Entropy 19 (9), 447, 2017 | 16 | 2017 |
Automated analysis of unattended portable oximetry by means of Bayesian neural networks to assist in the diagnosis of sleep apnea D Álvarez, GC Gutiérrez-Tobal, F Vaquerizo-Villar, V Barroso-García, ... 2016 global medical engineering physics exchanges/pan american health care …, 2016 | 13 | 2016 |
Influence of chronic obstructive pulmonary disease and moderate-to-severe sleep apnoea in overnight cardiac autonomic modulation: Time, frequency and non-linear analyses D Álvarez, A Sánchez-Fernández, AM Andrés-Blanco, ... Entropy 21 (4), 381, 2019 | 12 | 2019 |
Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea D Alvarez, A Crespo, F Vaquerizo-Villar, GC Gutierrez-Tobal, ... Physiological measurement 39 (10), 104002, 2018 | 10 | 2018 |
Improving the diagnostic ability of oximetry recordings in pediatric sleep apnea-Hypopnea syndrome by means of multi-class AdaBoost F Vaquerizo-Villar, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ... 2018 40th annual international conference of the IEEE engineering in …, 2018 | 7 | 2018 |
Assessment of nocturnal autonomic cardiac imbalance in positional obstructive sleep apnea. A multiscale nonlinear approach D Álvarez, CA Arroyo, JF de Frutos, A Crespo, A Cerezo-Hernández, ... Entropy 22 (12), 1404, 2020 | 6 | 2020 |
Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis F Vaquerizo-Villar, GC Gutiérrez-Tobal, V Barroso-García, ... 2017 39th annual international conference of the IEEE engineering in …, 2017 | 6 | 2017 |
Multi-class adaboost to detect Sleep Apnea-Hypopnea Syndrome severity from oximetry recordings obtained at home GC Gutiérrez-Tobal, D Álvarez, A Crespo, CA Arroyo, F Vaquerizo-Villar, ... 2016 Global Medical Engineering Physics Exchanges/Pan American Health Care …, 2016 | 6 | 2016 |