Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning

Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning

Accurately diagnosing sleep disorders is essential for clinical assessments and treatments. Polysomnography (PSG) has long been used for detection of various sleep disorders. In this research, electrocardiography (ECG) and electromayography (EMG) have been used for recognition of breathing and movem...

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Bibliographic Details
Main Authors: Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jiri Kuchynka , Ales Prochazka, Saeid Sanei
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
electrocardiography
electromyography
polysomnography
respiratory modulation
synchrosqueezed wavelet transform
Online Access:https://www.mdpi.com/1424-8220/20/9/2594

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