OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Detection of onset in epilepsy signals using generalized Gaussian distribution

Quintero Rincon, Antonio and Batatia, Hadj and Alejandro Pereyra, Marcelo and Risk, Marcelo Detection of onset in epilepsy signals using generalized Gaussian distribution. (2014) In: 5th International Conference on Advances in New Technologies, Interactive Interfaces and Communicability (ADNTIIC 2014), 10 November 2014 - 12 November 2014 (Córdoba, Argentina).

[img]
Preview
(Document in English)

PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
482kB

Official URL: https://doi.org/10.978.8896471/371

Abstract

Extracting information from scalp EEG signals is a challenging biomedical signal processing problem that has a potentially strong impact in the diagnosis and treatment of numerous neurological conditions. In this work we study a new methodology for extracting information from EEG signals from patients suffering from epilepsy. The methodology is based on a multi- resolution wavelet representation and a statistical generalized Gaussian model, which provide a compact description of the time-frequency information in the EEG signal array. Preliminary experiments suggest that the information captured by the model is potentially useful for effectively detecting the onset of epileptic seizures, which is key for epilepsy diagnosis and treatment.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Proceedings of ADNTIIC 2014 ISBN: 978-8896471371 The original PDF is available at: http://www.blueherons.net/DOI/CD-Proceedings/DOI-109788896471371.html
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > University of Bristol (UNITED KINGDOM)
Other partners > Consejo Nacional de Investigaciones Científicas y Técnicas - CONICET (ARGENTINA)
Other partners > Instituto Tecnológico de Buenos Aires - ITBA (ARGENTINA)
Laboratory name:
Funders:
Department of Mathematics, University of Bristol (UNITED KINGDOM)
Statistics:download
Deposited On:02 Mar 2020 12:38

Repository Staff Only: item control page