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List of works by Gonzalo C Gutiérrez-Tobal

A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation.

scientific article

Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children

scientific article published on August 2015

Apnea-hypopnea index estimation from spectral analysis of airflow recordings.

scientific article

Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost

scientific article published on 17 June 2020

Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach

scientific article published on 12 December 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.

scientific article published on 27 November 2017

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

scientific article published on 16 February 2018

Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis

scientific article published in January 2013

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

scientific article published on 14 March 2017

Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome

scientific article published in August 2015

Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis

scientific article published on 01 July 2018

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

scientific article published on 21 February 2019

Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea-hypopnoea syndrome diagnosis

scientific article published on 14 November 2018

Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings

scientific article published on 05 April 2018

Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis

scientific article published in January 2014

Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost

scientific article published on 01 July 2018

Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses

scientific article published on 09 April 2019

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

scientific article published on 27 June 2012

Nocturnal Oximetry-based Evaluation of Habitually Snoring Children

scientific article published on 31 July 2017

Oximetry use in obstructive sleep apnea

scientific article published on 26 July 2018

Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis.

scientific article

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

scientific article published on 16 June 2015

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

scientific article published on 21 December 2015

Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children

scientific article published in January 2014

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

scientific article published on 19 September 2018

Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis.

scientific article

Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow

scientific article published on 11 August 2015

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings

scientific article published on 24 December 2017

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

scientific article published in PLoS ONE

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