Gonzalo César Gutiérrez-Tobal

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Roberto HorneroFull Professor, Universidad de Valladolid - SpainDirección de correo verificada de tel.uva.es
Felix del CampoCatedrático de UniversidadDirección de correo verificada de telefonica.net
David GozalMarshall UniversityDirección de correo verificada de marshall.edu
Leila kheirandish-GozalUniversity of MissouriDirección de correo verificada de missouri.edu
Fernando Vaquerizo VillarAssistant Professor, Universidad de ValladolidDirección de correo verificada de uva.es
Veronica Barroso-GarcíaPh.D. Researcher. University of ValladolidDirección de correo verificada de gib.tel.uva.es
Adrián Martín-MonteroBiomedical Engineering Group, Universidad de ValladolidDirección de correo verificada de gib.tel.uva.es
Javier Gomez-PilarBiomedical Engineering Group, University of Valladolid (Spain)Dirección de correo verificada de uva.es
Jorge Jiménez-GarcíaPhD, Researcher, Biomedical Engineering Group, University of Valladolid (Spain)Dirección de correo verificada de gib.tel.uva.es
Jesús PozaUniversity of ValladolidDirección de correo verificada de tel.uva.es
J. Víctor Marcos Martín, PhDData scientist, Horse Powertrain, Valladolid (Spain)Dirección de correo verificada de horse.tech
Daniel Álvarez GonzálezUniversity of ValladolidDirección de correo verificada de uva.es
Saúl José Ruiz-GómezPhD ResearcherDirección de correo verificada de gib.tel.uva.es
Pablo Armañac-JuliánPhD Biomedical EngineeringDirección de correo verificada de unizar.es
Eduardo GilUniversidad de ZaragozaDirección de correo verificada de unizar.es
Raquel BailónUniversidad de ZaragozaDirección de correo verificada de unizar.es
Carlos GómezBiomedical Engineering Group, University of Valladolid (Spain)Dirección de correo verificada de tel.uva.es
Jesús LázaroAragon Institute of Engineering Research, University of ZaragozaDirección de correo verificada de unizar.es
Pablo LagunaUniversidad de Zaragoza, Zaragoza University, I3A, CIBER-BBN Spain; IEEE FellowDirección de correo verificada de unizar.es
Thomas PenzelCharite - Universitätsmedizin BerlinDirección de correo verificada de charite.de

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Gonzalo César Gutiérrez-Tobal

Universidad de Valladolid

Dirección de correo verificada de uva.es

Biomedical Signal Processing Machine Learning XAI Sleep Apnea Sleep


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	142	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	121	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	83	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	33	2023
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	30	2021

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