Proceedings of the Fourth Workshop on Computer Modelling in Decision Making (CMDM 2019)

Wavelet Analysis of EEG Signals in Epilepsy Patients

Authors
Tatyana V. Yakovleva, Ilya E. Kutepov, Anton V. Krysko, Nikolay P. Erofeev, Tatyana Yu. Yaroshenko, Olga A. Saltykova, Anastasiya V. Kirichenko, Maxim V. Zhigalov, Irina V. Papkova, Vadim A. Krysko, Nikolay M. Yakovlev, Antonina Yu. Karas
Corresponding Author
Tatyana V. Yakovleva
Available Online 12 December 2019.
DOI
10.2991/ahcs.k.191206.015How to use a DOI?
Keywords
EEG signal, epilepsy, peak wave, sharp wave, wavelet analysis, total energy, visualization, nonlinear dynamics, decision-making
Abstract

The paper presents studies of electroencephalogram (EEG) signals of epilepsy patients based on wavelet transform and calculation of the total signal energy. The object of the study was a patient aged 17–22 years diagnosed with focal (structural) epilepsy, mesial sclerosis on the left and focal cortical dysplasia of the left temporal lobe and a control group. The results were compared in the form of 3D Morle wavelets and topographic images. Topographic images of the head surface are obtained on the basis of the integral energy of brain signals. The study showed that wavelet analysis of EEG signals can be a useful tool in the study of EEG signals both in epilepsy patients and in comparison with the control group. It is assumed that such analysis will be useful for early detection of neurological changes and decision-making by doctors for further treatment.

Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the Fourth Workshop on Computer Modelling in Decision Making (CMDM 2019)
Series
Atlantis Highlights in Computer Sciences
Publication Date
12 December 2019
ISBN
978-94-6252-858-1
ISSN
2589-4900
DOI
10.2991/ahcs.k.191206.015How to use a DOI?
Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Tatyana V. Yakovleva
AU  - Ilya E. Kutepov
AU  - Anton V. Krysko
AU  - Nikolay P. Erofeev
AU  - Tatyana Yu. Yaroshenko
AU  - Olga A. Saltykova
AU  - Anastasiya V. Kirichenko
AU  - Maxim V. Zhigalov
AU  - Irina V. Papkova
AU  - Vadim A. Krysko
AU  - Nikolay M. Yakovlev
AU  - Antonina Yu. Karas
PY  - 2019
DA  - 2019/12/12
TI  - Wavelet Analysis of EEG Signals in Epilepsy Patients
BT  - Proceedings of the Fourth Workshop on Computer Modelling in Decision Making (CMDM 2019)
PB  - Atlantis Press
SP  - 83
EP  - 88
SN  - 2589-4900
UR  - https://doi.org/10.2991/ahcs.k.191206.015
DO  - 10.2991/ahcs.k.191206.015
ID  - Yakovleva2019
ER  -