TY  - BOOK
AU  - Amr Fawzy Farag
AU  - Ahmed Abdelaal Morsy , 
AU  - Shereen Mahmoud Elmetwally , 
TI  - Automated sleep scoring system using detrended fluctuation analysis / 
PY  - 2013///
CY  - Cairo : 
PB  - Amr Fawzy Farag , 
KW  - Decision tree
KW  - Detrended fluctuation analysis
KW  - Sleep scoring
N1  - Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering; Issued also as CD
N2  - Sleep disorders are usually diagnosed based on clinical sleep assessment techniques . Various attempts were made to automate sleep assessment in the motivation of eliminating manual sleep assessment drawbacks and exploring new quantitative sleep measures . The purpose of this study is to combine detrended fluctuation analysis features and spectral features of single electroencephalograph (EEG) channel to build a hybrid automated sleep staging system based on decision tree and multi- layer perceptron prediction engine models
UR  - http://172.23.153.220/th.pdf
ER  -