Title :
Wavelet transforms for epileptic spike and seizure detection
Author :
Schiff, Steven J.
Author_Institution :
Dept. of Neurosurgery, Children´´s Nat. Med. Center, Washington, DC, USA
Abstract :
Wavelet transforms are used in conjunction with surrogate data techniques for epileptic spike detection and seizure localization from electroencephalogram data. Fast wavelet transform techniques demonstrate vast improvement in computational efficiency without a significant decrement in the quality of feature extraction
Keywords :
wavelet transforms; computational efficiency; epileptic seizure detection; epileptic spike detection; feature extraction quality; medical diagnostic signal analysis; surrogate data techniques; Computational efficiency; Data mining; Electrodes; Electroencephalography; Epilepsy; Fourier transforms; Frequency; Signal analysis; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.415399
