Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

Directed-transfer-function based analysis for epileptic prediction

Authors: Huanhuan Zhang; Dakun Lai; Chunliu Xie; Heng Zhang; Wenjing Chen 0002;

Directed-transfer-function based analysis for epileptic prediction

Abstract

epilepsy is a neurological disease with the feature of repeated seizures. The probability to predict upcoming seizures is an issue that attracts both researchers and clinicians. Meanwhile, the directed transfer function (DTF) analysis as mechanism for feature extraction in the intracranial electroencephalographic (iEEG) recordings applied to epileptic prediction could reflect the dynamics changes of brain activity before and after seizure onsets. In the present paper, a cortical network calculated by the method of DTF was investigated with the iEEG recordings from a patient undergoing presurgical evaluation. Particularly, the closeness centrality metric was evaluated to identify critical network nodes in the cortical network during both interictal and preictal states of an epileptic seizure. Obtained values of the closeness centrality obviously increased at 20s and 40s preictal in onset 1 and onset 2, respectively. As a conclusion, a significant change of the closeness centrality during preictal states would be a useful indication to early predict an upcoming seizure in patients with epilepsy.

Related Organizations
  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    5
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Top 10%
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!