| 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 | 86 | 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 | 78 | 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 | 52 | 2018 |
| 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 | 33 | 2021 |
| 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 | 32 | 2020 |
| 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 | 30 | 2021 |
| 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 | 30 | 2018 |
| 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 | 29 | 2017 |
| 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 | 28 | 2018 |
| 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 | 26 | 2021 |
| 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 | 22 | 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 | 20 | 2020 |
| 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 | 14 | 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 | 13 | 2019 |
| Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea D Álvarez, A Crespo, F Vaquerizo-Villar, GC Gutiérrez-Tobal, ... Physiological measurement 39 (10), 104002, 2018 | 13 | 2018 |
| Usefulness of spectral analysis of respiratory rate variability to help in pediatric sleep apnea-hypopnea syndrome diagnosis V Barroso-García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, D Álvarez, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 9 | 2019 |
| Prediction of the sleep apnea severity using 2D-convolutional neural networks and respiratory effort signals V Barroso-García, M Fernández-Poyatos, B Sahelices, D Álvarez, D Gozal, ... Diagnostics 13 (20), 3187, 2023 | 7 | 2023 |
| 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 | 7 | 2020 |
| Characterization of EEG resting-state activity in Alzheimer’s disease by means of recurrence plot analyses P Núñez, J Poza, C Gómez, V Barroso-García, SJ Ruiz-Gómez, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 7 | 2019 |
Gonzalo César Gutiérrez-TobalUniversidad de ValladolidVerified email at uva.es
