Gonzalo César Gutiérrez-Tobal
Gonzalo César Gutiérrez-Tobal
Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales, Nanomedicina (CIBER-BBN)
Verified email at ribera.tel.uva.es
Cited by
Cited by
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
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
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
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
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
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
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 (12), 1367-1380, 2013
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
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
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
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 Del Campo, R Hornero
Entropy 17 (1), 123-141, 2015
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), 1-12, 2020
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
Assessment of oximetry-based statistical classifiers as simplified screening tools in the management of childhood obstructive sleep apnea
A Crespo, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ...
Sleep and Breathing 22 (4), 1063-1073, 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 Andrés-Blanco, D Alvarez, A Crespo, CA Arroyo, ...
PLoS One 12 (11), e0188094, 2017
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
Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome
F Vaquerizo-Villar, D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, ...
PloS one 13 (12), e0208502, 2018
Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome
D Álvarez, L Kheirandish-Gozal, GC Gutiérrez-Tobal, A Crespo, MF Philby, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
Spectral analysis of single-channel airflow and oxygen saturation recordings in obstructive sleep apnea detection
D Ålvarez, GC Gutiérrez, JV Marcos, F del Campo, R Hornero
Engineering in Medicine and Biology Society (EMBC), 2010 Annual …, 2010
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
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