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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Hlavní autoři: Jorge Jiménez-García, Gonzalo C. Gutiérrez-Tobal, María García, Leila Kheirandish-Gozal, Adrián Martín-Montero, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2020-06-01
Edice:Entropy
Témata:
sleep apnea–hypopnea syndrome
airflow
oximetry
AdaBoost
spectral analysis
nonlinear analysis
On-line přístup:https://www.mdpi.com/1099-4300/22/6/670
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