DocumentCode :
393892
Title :
Analysis of multichannel EEG synchronization before and during generalized epileptic seizures
Author :
Bianchi, A.M. ; Panzica, F. ; Tinello, F. ; Franceschetti, S. ; Cerutti, S. ; Baselli, G.
Author_Institution :
Dep. of Biomed. Eng., Polytech. Univ., Milano, Italy
fYear :
2003
fDate :
20-22 March 2003
Firstpage :
39
Lastpage :
42
Abstract :
The genesis of seizures in idiopatic generalized epilepsy (IGE) is investigated in a population of 10 patients (5 affected by Juvenile Absence Epilepsy, or JAE, and 5 affected by Juvenile Myoclonic Epilepsy, or JME). The aim of the study is the identification of a talamic or cortical origin of the paroxistic activity. The mutual synchronization among EEG channels was evaluated trough the cross conditional corrected entropy (CCCE) calculated on the row signals and after the application of the Laplacian operator. In JAE patients a leading role of the left frontal lobe was put into evidence in correspondence of the seizure, while in JME patients a leading electrode was not identified, suggesting a possible talamic origin of the seizure.
Keywords :
electroencephalography; medical signal processing; synchronisation; CCCE; EEG channels; IGE; JAE patients; JME patients; Juvenile Absence Epilepsy; Juvenile Myoclonic Epilepsy; Laplacian operator; cortical origin; cross conditional corrected entropy; generalized epileptic seizures; idiopatic generalized epilepsy; leading electrode; left frontal lobe; multichannel EEG synchronization; mutual synchronization; paroxistic activity; row signals; talamic origin; Biomedical engineering; Data mining; Electrodes; Electroencephalography; Entropy; Epilepsy; Ice; Laplace equations; Nervous system; Signal analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Engineering, 2003. Conference Proceedings. First International IEEE EMBS Conference on
Print_ISBN :
0-7803-7579-3
Type :
conf
DOI :
10.1109/CNE.2003.1196750
Filename :
1196750
Link To Document :
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