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
fDate :
Aug. 30 2011-Sept. 3 2011
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;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090380