A Sleep Scoring System Using EEG Combined Spectral and Detrended Fluctuation Analysis Features
نویسندگان
چکیده
منابع مشابه
A Sleep Scoring System Using EEG Combined Spectral and Detrended Fluctuation Analysis Features
Most of sleep disorders are diagnosed based on the sleep scoring and assessments. The purpose of this study is to combine detrended fluctuation analysis features and spectral features of single electroencephalograph (EEG) channel for the purpose of building an automated sleep staging system based on the hybrid prediction engine model. The testing results of the model were promising as the class...
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A number of natural time series including electroencephalogram (EEG) show highly non-stationary characteristics in their behavior. We analyzed the EEG in sleep apnea that typically exhibits non-stationarity and long-range correlations by calculating its scaling exponents. Scaling exponents of the EEG dynamics are obtained by analyzing its fluctuation with detrended fluctuation analysis (DFA), w...
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ژورنال
عنوان ژورنال: Journal of Biomedical Science and Engineering
سال: 2014
ISSN: 1937-6871,1937-688X
DOI: 10.4236/jbise.2014.78059