Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning

Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning

Sleep scoring involves the inspection of multimodal recordings of sleep data to detect potential sleep disorders. Given that symptoms of sleep disorders may be correlated with specific sleep stages, the diagnosis is typically supported by the simultaneous identification of a sleep stage and a sleep...

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Bibliographic Details
Main Authors: Yi-Hsuan Cheng, Margaret Lech, Richardt Howard Wilkinson
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
machine learning
distributed networks
multimodal classification
multilabel classification
sleep stage detection
sleep disorder detection
Online Access:https://www.mdpi.com/1424-8220/23/7/3468

Internet

https://www.mdpi.com/1424-8220/23/7/3468

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