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Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution

Sleep (New York, N.Y.), 2022-02, Vol.45 (2), p.1

2022

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Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta‐analysis

Pediatric pulmonology, 2022-08, Vol.57 (8), p.1931-1943

2022

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

Scientific reports, 2020-03, Vol.10 (1), p.5332-5332, Article 5332

2020

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A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

IEEE journal of biomedical and health informatics, 2021-08, Vol.25 (8), p.2906-2916

2021

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IEEE_Xplore

Nocturnal Oximetry-based Evaluation of Habitually Snoring Children

American journal of respiratory and critical care medicine, 2017-12, Vol.196 (12), p.1591-1598

2017

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An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea

Computers in biology and medicine, 2023-10, Vol.165, p.107419-107419, Article 107419

2023

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Heart rate variability spectrum characteristics in children with sleep apnea

Pediatric research, 2021-05, Vol.89 (7), p.1771-1779

2021

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Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children

Sensors (Basel, Switzerland), 2021-02, Vol.21 (4), p.1491

2021

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

Computers in biology and medicine, 2022-08, Vol.147, p.105784-105784, Article 105784

2022

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Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings

IEEE transactions on biomedical engineering, 2012-01, Vol.59 (1), p.141-149

2012

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IEEE_Xplore

Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker

Frontiers in neuroscience, 2021-11, Vol.15, p.644697-644697

2021

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Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use

NPJ digital medicine, 2021-01, Vol.4 (1), p.1-1, Article 1

2021

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Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis

IEEE transactions on biomedical engineering, 2010-12, Vol.57 (12), p.2816-2824

2010

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IEEE_Xplore

Assessment of feature selection and classification approaches to enhance information from overnight oximetry in the context of apnea diagnosis

International journal of neural systems, 2013-10, Vol.23 (5), p.1350020

2013

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

PloS one, 2018-12, Vol.13 (12), p.e0208502-e0208502

2018

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Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea

Entropy (Basel, Switzerland), 2021-08, Vol.23 (8), p.1016

2021

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

Sleep & breathing, 2018-12, Vol.22 (4), p.1063-1073

2018

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

PloS one, 2017-11, Vol.12 (11), p.e0188094-e0188094

2017

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

Entropy (Basel, Switzerland), 2020-06, Vol.22 (6), p.670

2020

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Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women

Entropy (Basel, Switzerland), 2015-01, Vol.17 (1), p.123-141

2015

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Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016

Entropy (Basel, Switzerland), 2021-10, Vol.23 (11), p.1375

2021

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Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis

Medical & biological engineering & computing, 2010-09, Vol.48 (9), p.895-902

2010

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

Entropy (Basel, Switzerland), 2017-09, Vol.19 (9), p.447

2017

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

Entropy (Basel, Switzerland), 2020-12, Vol.22 (12), p.1404

2020

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

Medical & biological engineering & computing, 2013-12, Vol.51 (12), p.1367-1380

2013

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Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution

Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta‐analysis

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

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

Nocturnal Oximetry-based Evaluation of Habitually Snoring Children

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea

Heart rate variability spectrum characteristics in children with sleep apnea

Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children

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

Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings

Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker

Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use

Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis

Assessment of feature selection and classification approaches to enhance information from overnight oximetry in the context of apnea diagnosis

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

Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea

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

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

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

Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women

Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016

Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis

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

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

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

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