THESIS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY Non-invasive EEG Functional Neuroimaging for Localizing Epileptic Brain Activity by YAZDAN SHIRVANY Department of Signals and Systems CHALMERS UNIVERSITY OF TECHNOLOGY G¨oteborg, Sweden 2013 G¨oteborg 2013 Non-invasive EEG Functional Neuroimaging for Localizing Epileptic Brain Activity YAZDAN SHIRVANY ISBN 978-91-7385-810-6 This thesis has been prepared using LATEX. Copyright c YAZDAN SHIRVANY, 2013. All rights reserved. Doktorsavhandlingar vid Chalmers Tekniska H¨ogskola Ny serie nr 3491 ISSN 0346-718X Department of Signals and Systems Signal Processing and Biomedical Engineering Chalmers University of Technology SE-412 96 G¨oteborg, Sweden Phone: +46 (0)31 772 1716 Fax: +46 (0)31 772 1725 E-mail:
[email protected] Front cover: Credit @psdesign1 - Fotolia.com. Printed by Chalmers Reproservice G¨oteborg, Sweden, February 2013 If we knew what it was we were doing, it would not be called research, would it? A. Einstein (1879-1955) Abstract Epilepsy is one of the most common neurologic diseases in the world, and is present in up to 1% of the world’s population. Many patients with epilepsy never receive the treatment which make them seizure free. Surgical therapy has become an important therapeutic alternative for patients with drug resistant epilepsy. Cor- rect and anatomically precise localization of the epileptic focus, preferably with non-invasive methods, is the main goal of the pre-surgical epilepsy diagnosis to decide if resection of brain tissue could be a successful treatment option. The most important diagnosis tool used at epilepsy surgery centers is electroencephalogra- phy (EEG), which is used to find the source of activities inside the brain by mea- suring the potential on the scalp with EEG electrodes at different locations.