Classification of Sleep Apnea Based on Sub-Band Decomposition of EEG Signals

Classification of Sleep Apnea Based on Sub-Band Decomposition of EEG Signals

To classify between normal and sleep apnea subjects based on sub-band decomposition of electroencephalogram (EEG) signals. This study comprised 159 subjects obtained from the ISRUC (Institute of System and Robotics—University of Coimbra), Sleep-EDF (European Data Format), and CAP (Cyclic Alternating...

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Bibliographic Details
Main Authors: Rajeswari Jayaraj, Jagannath Mohan
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Diagnostics
Subjects:
EEG signals
wavelet packet decomposition
brain perfusion
neural activity
support vector machine
Online Access:https://www.mdpi.com/2075-4418/11/9/1571

Internet

https://www.mdpi.com/2075-4418/11/9/1571

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