Wavelet-based analysis of electroencephalogram (EEG) signals for detection and localization of epileptic seizures

George Benke; Maribeth Bozek-Kuzmicki; David Colella; Garry M. Jacyna; John J. Benedetto

doi:10.1117/12.205439

6 April 1995 Wavelet-based analysis of electroencephalogram (EEG) signals for detection and localization of epileptic seizures

George Benke, Maribeth Bozek-Kuzmicki, David Colella, Garry M. Jacyna, John J. Benedetto

Author Affiliations +

Proceedings Volume 2491, Wavelet Applications II; (1995) https://doi.org/10.1117/12.205439
Event: SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, Orlando, FL, United States

Abstract

A wavelet-based technique WISP is used to discriminate normal brain activity from brain activity during epileptic seizures. The WISP technique is used to exploit the noted difference in frequency content during the normal brain state and the seizure brain state so that detection and localization decisions can be made. An AR-Pole statistic technique is used as a comparative measure to base-line the WISP performance.

Citation Download Citation

George Benke, Maribeth Bozek-Kuzmicki, David Colella, Garry M. Jacyna, and John J. Benedetto "Wavelet-based analysis of electroencephalogram (EEG) signals for detection and localization of epileptic seizures", Proc. SPIE 2491, Wavelet Applications II, (6 April 1995); https://doi.org/10.1117/12.205439

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