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Fernando Vaquerizo Villar
Fernando Vaquerizo Villar
Postdoctoral Researcher, Hospital Clínico Universitario de Valladolid
Dirección de correo verificada de gib.tel.uva.es - Página principal
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Año
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
1082017
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
782020
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
662020
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
432021
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
422021
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
402018
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
352021
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
262021
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
252020
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
242018
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
222018
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
212021
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
212017
A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry
J Jiménez-García, M García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ...
Computers in Biology and Medicine 147, 105784, 2022
192022
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
192021
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
182019
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
152017
Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution
A Martín-Montero, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ...
Sleep 45 (2), zsab214, 2022
142022
Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease
C Gómez, F Vaquerizo-Villar, J Poza, SJ Ruiz, MA Tola-Arribas, M Cano, ...
2017 39th annual international conference of the IEEE engineering in …, 2017
142017
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
142016
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