G. C. Gutiérrez-Tobal

发表

Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects

J. Gomez-Pilar, J. Poza, R. Hornero, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Automated Screening of Children With Obstructive Sleep Apnea Using Nocturnal Oximetry: An Alternative to Respiratory Polygraphy in Unattended Settings.

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2017, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

Nocturnal Oximetry‐based Evaluation of Habitually Snoring Children

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2017, American journal of respiratory and critical care medicine.

Oximetry use in obstructive sleep apnea

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2018, Expert review of respiratory medicine.

A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2020, Scientific Reports.

Regularity analysis of nocturnal oximetry recordings to assist in the diagnosis of sleep apnoea syndrome.

J. Victor Marcos, G. C. Gutiérrez-Tobal, I. Nabney, 2016, Medical engineering & physics.

Assessment of automated analysis of portable oximetry as a screening test for moderate-to-severe sleep apnea in patients with chronic obstructive pulmonary disease

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2017, PloS one.

Assessment of oximetry-based statistical classifiers as simplified screening tools in the management of childhood obstructive sleep apnea

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2018, Sleep and Breathing.

Cloud algorithm-driven oximetry-based diagnosis of obstructive sleep apnoea in symptomatic habitually snoring children

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2018, European Respiratory Journal.

Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea

G. C. Gutiérrez-Tobal, G. Dumont, R. Hornero, 2018, Physiological measurement.

Linear and nonlinear analysis of airflow recordings to help in sleep apnoea–hypopnoea syndrome diagnosis

J. Victor Marcos, G. C. Gutiérrez-Tobal, R. Hornero, 2012, Physiological measurement.

Automated analysis of unattended portable oximetry by means of Bayesian neural networks to assist in the diagnosis of sleep apnea

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2016, 2016 Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges (GMEPE/PAHCE).

Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2017, Entropy.

Heart rate variability spectrum characteristics in children with sleep apnea

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2020, Pediatric Research.

I. INTRODUCTION The sleep apnea-hypopnea syndrome (SAHS) is a prevalent respiratory disorder that affects up to 4% of pediatric population [1]. Children affected by SAHS suffer from repeated apnea (airflow

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2019 .

Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

Roberto Hornero, Daniel Álvarez, Fernando Vaquerizo-Villar, 2018, PloS one.

Automated detection of childhood sleep apnea using discrete wavelet transform of nocturnal oximetry and anthropometric variables

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2017 .

Positive airway pressure and electrical stimulation methods for obstructive sleep apnea treatment: a patent review (2005 – 2014)

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2015, Expert opinion on therapeutic patents.

Network Analysis on Overnight EEG Spectrum to Assess Relationships Between Paediatric Sleep Apnoea and Cognition

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2019, IFMBE Proceedings.

A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2022, Comput. Biol. Medicine.

Classification Methods from Heart Rate Variability to Assist in SAHS Diagnosis

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2014 .

Pulse Rate Variability Analysis to Enhance Oximetry as at-Home Alternative for Sleep Apnea Diagnosing

G. C. Gutiérrez-Tobal, R. Hornero, D. Álvarez, 2018, IFMBE Proceedings.

Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments

G. C. Gutiérrez-Tobal, L. Kheirandish-Gozal, D. Gozal, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).