| 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 | 140 | 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 | 120 | 2017 |
| 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 | 80 | 2019 |
| 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 | 79 | 2016 |
| 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 | 77 | 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 | 67 | 2017 |
| 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 | 61 | 2021 |
| 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 | 56 | 2015 |
| 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 | 56 | 2012 |
| 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 | 54 | 2013 |
| 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 | 47 | 2018 |
| 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 | 47 | 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 | 47 | 2015 |
| 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 | 44 | 2022 |
| 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 | 43 | 2019 |
| 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 | 42 | 2020 |
| 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 | 41 | 2017 |
| Heart rate variability spectrum characteristics in children with sleep apnea A Martín-Montero, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ... Pediatric research 89 (7), 1771-1779, 2021 | 37 | 2021 |
| An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea F Vaquerizo-Villar, GC Gutiérrez-Tobal, E Calvo, D Álvarez, ... Computers in Biology and Medicine 165, 107419, 2023 | 30 | 2023 |
| 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 | 30 | 2021 |
Roberto HorneroFull Professor, Universidad de Valladolid - SpainVerificeret mail på tel.uva.es