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

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

This study focused on the automatic analysis of the airflow signal (AF) to aid in the diagnosis of pediatric obstructive sleep apnea (OSA). Thus, our aims were: (<i>i</i>) to characterize the overnight AF characteristics using discrete wavelet transform (DWT) approach, (<i>ii</i...

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Bibliographic Details
Main Authors: Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
AdaBoost.M2
Bayesian multi-layer perceptron
airflow
children
obstructive sleep apnea
wavelet analysis
Online Access:https://www.mdpi.com/1424-8220/21/4/1491

Internet

https://www.mdpi.com/1424-8220/21/4/1491

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