Epileptic Seizure Detection in EEG Recordings using Phase Congruency

被引：3
|
作者：
Wongsawat, Yodchanan [1 ]
机构：
[1] Mahidol Univ, Dept Biomed Engn, Salaya 73170, Nakhonpathom, Thailand
来源：
2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8 | 2008年
关键词：
D O I：
10.1109/IEMBS.2008.4649306
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
This paper presents the use of phase congruency to robustly detect the epileptic seizure. Phase congruency Is calculated from log Gabor wavelets. Numbers of spikes detected from the phase congruency of two classes of EEG data (epilepsy and seizure free) are used as the features of Interest. By using only one dimensional features, the detection accuracies of the proposed method are comparable with the existing magnitude-based methods.
引用
收藏
页码：927 / 930
页数：4
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