Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings.

Abstract:

:In a previous publication we showed that non-linear analysis can extract spatio-temporal changes of brain electrical activity prior to epileptic seizures. Here we describe a new method to analyze this long-term non-stationarity in the EEG by a measure of dynamical similarity between different parts of the time series. We apply this method to the study of a group of patients with temporal lobe epilepsy recorded intracranially during transitions to seizure. We show that the method, which can be implemented on a personal computer, can track in real time spatio-temporal changes in brain dynamics several minutes prior to seizure.

journal_name

Neuroreport

journal_title

Neuroreport

authors

Le Van Quyen M,Martinerie J,Baulac M,Varela F

doi

10.1097/00001756-199907130-00028

subject

Has Abstract

pub_date

1999-07-13 00:00:00

pages

2149-55

issue

10

eissn

0959-4965

issn

1473-558X

journal_volume

10

pub_type

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