DocumentCode
2471981
Title
Frequency interactions in human epileptic brain
Author
Cotic, Marija ; Zalay, Osbert ; Valiante, Taufik ; Carlen, Peter L. ; Bardakjian, Berj L.
Author_Institution
Inst. of Biomater. & Biomed. Eng., Univ. of Toronto, Toronto, ON, Canada
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
2057
Lastpage
2060
Abstract
We have used two algorithms, wavelet phase coherence (WPC) and modulation index (MI) analysis to study frequency interactions in the human epileptic brain. Quantitative analyses were performed on intracranial electroencephalographic (iEEG) segments from three patients with neocortical epilepsy. Interelectrode coherence was measured using WPC and intraelectrode frequency interactions were analyzed using MI. WPC was performed on electrode pairings and the temporal evolution of phase couplings in the following frequency ranges: 1-4Hz, 4-8Hz, 8-13Hz, 13-30Hz and 30-100Hz was studied. WPC was strongest in the 1-4Hz frequency range during both seizure and non-seizure activities; however, WPC values varied minimally between electrode pairings. The 13-30Hz band showed the lowest WPC values during seizure activity. MI analysis yielded two prominent patterns of frequency-specific activity, during seizure and non-seizure activities, which were present across all patients.
Keywords
biomedical electrodes; biomedical measurement; electroencephalography; medical disorders; neurophysiology; EEG; algorithm; frequency 1 Hz to 100 Hz; frequency-specific activity; human epileptic brain; interelectrode coherence; intracranial electroencephalographic segments; intraelectrode frequency interactions; modulation index analysis; neocortical epilepsy; quantitative analysis; seizure activity; wavelet phase coherence; Coherence; Couplings; Electrodes; Epilepsy; Frequency modulation; Time frequency analysis; Time series analysis; Biological Clocks; Brain; Electroencephalography; Epilepsy; Humans; Models, Neurological; Wavelet Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6090380
Filename
6090380
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