An automatic single-channel EEG-based sleep stage scoring method based on hidden Markov Model, By Hojat Ghimatgar

Research

Title	An automatic single-channel EEG-based sleep stage scoring method based on hidden Markov Model
Type	Article
Keywords	—
Journal	JOURNAL OF NEUROSCIENCE METHODS
DOI	—
Researchers	Hojat Ghimatgar (First researcher) ,

Abstract

Objective: Sleep stage scoring is essential for diagnosing sleep disorders. Visual scoring of sleep stages is very time-consuming and prone to human errors. In this work, we introduce an efficient approach to improve the accuracy of sleep stage scoring and classification for sleep analysis.