Automated multiclass classification of spontaneous EEG activity in Alzheimer’s disease and mild cognitive impairment SJ Ruiz-Gómez, C Gómez, J Poza, GC Gutiérrez-Tobal, MA Tola-Arribas, ... Entropy 20 (1), 35, 2018 | 120 | 2018 |
Nocturnal oximetry–based evaluation of habitually snoring children R Hornero, L Kheirandish-Gozal, GC Gutiérrez-Tobal, MF Philby, ... American Journal of Respiratory and Critical Care Medicine 196 (12), 1591-1598, 2017 | 110 | 2017 |
Utility of adaboost to detect sleep apnea-hypopnea syndrome from single-channel airflow GC Gutiérrez-Tobal, D Álvarez, F del Campo, R Hornero IEEE Transactions on Biomedical Engineering 63 (3), 636-646, 2016 | 73 | 2016 |
Evaluation of machine-learning approaches to estimate sleep apnea severity from at-home oximetry recordings GC Gutiérrez-Tobal, D Álvarez, A Crespo, F del Campo, R Hornero IEEE journal of biomedical and health informatics 23 (2), 882-892, 2019 | 71 | 2019 |
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 | 67 | 2020 |
Automated screening of children with obstructive sleep apnea using nocturnal oximetry: an alternative to respiratory polygraphy in unattended settings D Álvarez, ML Alonso-Álvarez, GC Gutiérrez-Tobal, A Crespo, ... Journal of Clinical Sleep Medicine 13 (5), 693-702, 2017 | 59 | 2017 |
Linear and nonlinear analysis of airflow recordings to help in sleep apnoea–hypopnoea syndrome diagnosis GC Gutiérrez-Tobal, R Hornero, D Álvarez, JV Marcos, F Del Campo Physiological Measurement 33 (7), 1261, 2012 | 57 | 2012 |
Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients’ home GC Gutiérrez-Tobal, ML Alonso-Álvarez, D Álvarez, F del Campo, ... Biomedical Signal Processing and Control 18, 401-407, 2015 | 52 | 2015 |
Pattern recognition in airflow recordings to assist in the sleep apnoea–hypopnoea syndrome diagnosis GC Gutiérrez-Tobal, D Álvarez, JV Marcos, F Del Campo, R Hornero Medical & biological engineering & computing 51, 1367-1380, 2013 | 50 | 2013 |
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 | 46 | 2021 |
Oximetry use in obstructive sleep apnea F Del Campo, A Crespo, A Cerezo-Hernández, GC Gutiérrez-Tobal, ... Expert review of respiratory medicine 12 (8), 665-681, 2018 | 45 | 2018 |
Assessment of time and frequency domain entropies to detect sleep apnoea in heart rate variability recordings from men and women GC Gutiérrez-Tobal, D Álvarez, J Gomez-Pilar, F Campo, R Hornero Entropy 17 (1), 123-141, 2015 | 44 | 2015 |
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 | 42 | 2018 |
Assessment of automated analysis of portable oximetry as a screening test for moderate-to-severe sleep apnea in patients with chronic obstructive pulmonary disease AM Andres-Blanco, D Alvarez, A Crespo, CA Arroyo, ... PLoS One 12 (11), e0188094, 2017 | 38 | 2017 |
Assessment of airflow and oximetry signals to detect pediatric sleep apnea-hypopnea syndrome using AdaBoost J Jiménez-García, GC Gutiérrez-Tobal, M García, L Kheirandish-Gozal, ... Entropy 22 (6), 670, 2020 | 36 | 2020 |
Cloud algorithm-driven oximetry-based diagnosis of obstructive sleep apnoea in symptomatic habitually snoring children Z Xu, GC Gutiérrez-Tobal, Y Wu, L Kheirandish-Gozal, X Ni, R Hornero, ... European Respiratory Journal 53 (2), 2019 | 36 | 2019 |
Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta‐analysis GC Gutiérrez‐Tobal, D Álvarez, L Kheirandish‐Gozal, F Del Campo, ... Pediatric Pulmonology, 2022 | 34 | 2022 |
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 | 27 | 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 | 26 | 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 | 26 | 2018 |