Epilepsy electroencephalagram singals study based on detrended cross-correlation analysis

被引:0
|
作者
Zhao, Junchang [1 ]
Dou, Wanhu [1 ]
Ji, Hongda [1 ]
Wang, Jun [1 ]
机构
[1] Nanjing Univ Posts & Telecomm, Image Proc & Image Commun Key Lab, Coll Geo & Bio Informat, Nanjing 210003, Jiangsu, Peoples R China
关键词
least squares linear fitting; detrended cross-correlation analysis; epilepsy; EEG; alpha wave;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The cross-correlation performance between epilepsy electroencephalogram (EEG) signals reflects the status of epilepsy patients which has importance for analyzing long-range correlation of non-stationary signals. For the first time, detrended cross-correlation analysis (DCCA) was applied to analyze the alpha wave of different physiological and pathological states of epilepsy EEG signals. It were compared the difference of DCCA values between epilepsy patients' EEG signals and normal subjects' EEG signals. It was found that the DCCA values of epilepsy patients' EEG signals increased compared the normal subjects' EEG signals which can be helpful for medical diagnosis and treatment.
引用
收藏
页码:1310 / 1313
页数:4
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