Seizure analysis of newborn EEG using a model based approach

QSpace/Manakin Repository

Seizure analysis of newborn EEG using a model based approach

Show full item record


Title: Seizure analysis of newborn EEG using a model based approach
Author: Roessgen, M; Boashash, B
Abstract: This paper considers the problem of seizure detection in the neonate based on electroencephalogram (EEG) data. It will be shown that by using a histologically and biophysically justifiable model for the generation of the EEG, the detection of electrographic seizure is greatly improved. The model is presented along with an estimator for the model parameters. Then a simple seizure detection scheme based on the model parameter estimates is suggested. It is shown that this scheme is superior in performance to spectral analysis techniques such as the periodogram when used to analyse both simulated and real EEG data.
URI: http://dx.doi.org/10.1109/icassp.1995.480594
http://hdl.handle.net/10576/10855
Date: 1995

Files in this item

Files Size Format View
Boashash-Roessg ... G-seizure-detect-model.pdf 373.6Kb PDF View/Open

This item appears in the following Collection(s)

Show full item record

Search QSpace


Advanced Search

Browse

My Account