Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study

Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study

Sleep Apnea is a breathing disorder occurring during sleep. Older people suffer most from this disease. In-time diagnosis of apnea is needed which can be observed by the application of a proper health monitoring system. In this work, we focus on Obstructive Sleep Apnea (OSA) detection from the Elect...

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Bibliographic Details
Main Authors: Debadyuti Mukherjee, Koustav Dhar, Friedhelm Schwenker, Ram Sarkar
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
sleep apnea
ECG signal
ensemble
deep learning
health monitoring
Online Access:https://www.mdpi.com/1424-8220/21/16/5425

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