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

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

The reference standard to diagnose pediatric Obstructive Sleep Apnea (OSA) syndrome is an overnight polysomnographic evaluation. When polysomnography is either unavailable or has limited availability, OSA screening may comprise the automatic analysis of a minimum number of signals. The primary objec...

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Bibliographic Details
Main Authors: Jorge Jiménez-García, Gonzalo C. Gutiérrez-Tobal, María García, Leila Kheirandish-Gozal, Adrián Martín-Montero, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Entropy
Subjects:
sleep apnea–hypopnea syndrome
airflow
oximetry
AdaBoost
spectral analysis
nonlinear analysis
Online Access:https://www.mdpi.com/1099-4300/22/6/670

Internet

https://www.mdpi.com/1099-4300/22/6/670

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