Sleep Bruxism Detection Using Decision Tree Method by the Combination of C4-P4 and C4-A1 Channels of Scalp EEG

Sleep Bruxism Detection Using Decision Tree Method by the Combination of C4-P4 and C4-A1 Channels of Scalp EEG

Lack of sleep causes many sleep disorders such as nocturnal frontal lobe epilepsy, narcolepsy, bruxism, sleep apnea, insomnia, periodic limb movement disorder, and rapid eye movement behavioral disorder. Out of all, bruxism is a common behavior, which is found in 8–31% of the p...

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Bibliographic Details
Main Authors: Md Belal Bin Heyat, Dakun Lai, Faez Iqbal Khan, Yifei Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Decision tree
machine learning classifier
neurological disorder
scalp EEG
sleep bruxism
Online Access:https://ieeexplore.ieee.org/document/8759876/
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