Title :
Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings
Author :
Creekmore, Joseph W. ; Conry, Joan ; Colella, David ; Schiff, Steven J.
Author_Institution :
Mitre Corp., McLean, VA, USA
Abstract :
Discusses the use of a common signal-processing tool, the spectrogram, in the detection and localization of epileptic seizures. Spectrograms are computed from electrocorticograms (ECoG) obtained by measuring electric potentials directly on the surface of the brain. Chirp-like patterns are observed in spectrograms of single-channel ECoG recordings during seizure activity which appear unique for each patient. Detection and localization of epileptic seizures are illustrated through design of a matched filter based on these patterns
Keywords :
electroencephalography; matched filters; medical signal processing; signal detection; spectral analysis; ECoG recordings; brain surface; chirp-like patterns; electrocorticograms; electrodiagnostics; epileptic seizures detection; epileptic seizures localization; signal-processing tool; Chirp; Disk recording; Drives; Electroencephalography; Epilepsy; Frequency; Matched filters; Medical signal detection; Spectrogram; Statistics;
Conference_Titel :
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-2475-7
DOI :
10.1109/IEMBS.1995.579256
