Seizure onset zone detection and localization in iEEG using DTF

Seizure onset zone detection and localization in iEEG using DTF

This paper presents the possibility of early detection and localization of epileptogenic focus in the iEEG (intracranial Electroencephalography) signal using a method based on multidimensional autoregressive models. The work provides the first results of the method in the iEEG signal, and discusses...

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Hauptverfasser: Janca, R., Jezdik, P., Cmejla, R., Glajcar, R., Krsek, P., Jahodova, A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
AR model order
Band pass filters
Brain models
DTF
Electroencephalography
Finite impulse response filter
iEEG
Mathematical model
SOZ
Support vector machine classification
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Beschreibung
Zusammenfassung:This paper presents the possibility of early detection and localization of epileptogenic focus in the iEEG (intracranial Electroencephalography) signal using a method based on multidimensional autoregressive models. The work provides the first results of the method in the iEEG signal, and discusses technical aspects in terms of the suitability of the sampling frequency, AR model order and segmentation step.
DOI:10.1109/MeMeA.2011.5966683