DocumentCode
3063711
Title
Epileptic seizure detection in EEG recordings using phase congruency
Author
Wongsawat, Yodchanan
Author_Institution
Department of Biomedical Engineering, Mahidol University, 25/25 Phuttamonthon Sai 4 Rd., Salaya, Nakhonpathom 73170, Thailand
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
927
Lastpage
930
Abstract
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.
Keywords
Biomedical measurements; Computer vision; Data acquisition; Databases; Diseases; Electroencephalography; Epilepsy; Phase detection; Robustness; Wavelet transforms; Algorithms; Artificial Intelligence; Diagnosis, Computer-Assisted; Electroencephalography; Epilepsy; Humans; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4649306
Filename
4649306
Link To Document