| EEG-inception: a novel deep convolutional neural network for assistive ERP-based brain-computer interfaces E Santamaria-Vazquez, V Martinez-Cagigal, F Vaquerizo-Villar, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (12 …, 2020 | 213 | 2020 |
| 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 | 134 | 2017 |
| 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 |
| The different facets of heart rate variability in obstructive sleep apnea H Qin, N Steenbergen, M Glos, N Wessel, JF Kraemer, F Vaquerizo-Villar, ... Frontiers in psychiatry 12, 642333, 2021 | 76 | 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 | 69 | 2023 |
| Heart rate variability during wakefulness as a marker of obstructive sleep apnea severity H Qin, BT Keenan, DR Mazzotti, F Vaquerizo-Villar, JF Kraemer, ... Sleep 44 (5), zsab018, 2021 | 58 | 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 |
| A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry J Jimenez-Garcia, M Garcia, GC Gutierrez-Tobal, L Kheirandish-Gozal, ... Computers in Biology and Medicine 147, 105784, 2022 | 47 | 2022 |
| Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults GC Gutiérrez-Tobal, D Álvarez, F Vaquerizo-Villar, A Crespo, ... Applied Soft Computing 111, 107827, 2021 | 42 | 2021 |
| An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals J Jiménez-García, M García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ... Biomedical Signal Processing and Control 87, 105490, 2024 | 34 | 2024 |
| 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 |
| 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 |
| Automatic assessment of pediatric sleep apnea severity using overnight oximetry and convolutional neural networks F Vaquerizo-Villar, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ... 2020 42nd annual international conference of the IEEE engineering in …, 2020 | 21 | 2020 |
| The different facets of heart rate variability in obstructive sleep apnea. Front H Qin, N Steenbergen, M Glos, N Wessel, JF Kraemer, F Vaquerizo-Villar, ... Psychiatry 12 (642333), 10.3389, 2021 | 19 | 2021 |
Roberto HorneroFull Professor, Universidad de Valladolid - SpainVerified email at tel.uva.es
