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Gonzalo César Gutiérrez-Tobal
Gonzalo César Gutiérrez-Tobal
Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales, Nanomedicina (CIBER-BBN)
Verified email at ciber-bbn.es
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Year
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
1172018
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
1102017
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
732016
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
702019
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
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
592017
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
572012
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
522015
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
502013
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
462021
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
452018
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
442015
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
422018
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
382017
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
362019
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
352020
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
332022
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
272020
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
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
262018
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