DocumentCode
1821826
Title
BOLD correlates of Alpha and Beta EEG-rhythm during a motor task
Author
Cooreman, C. ; Sclocco, R. ; Tana, M.G. ; Vanderperren, K. ; Visani, E. ; Panzica, F. ; Franceschetti, S. ; Van Huffel, S. ; Cerutti, S. ; Bianchi, A.M.
Author_Institution
Dept. of Electr. Eng., Katholieke Univ. Leuven, Leuven, Belgium
fYear
2011
fDate
April 27 2011-May 1 2011
Firstpage
25
Lastpage
28
Abstract
In this study, simultaneously acquired EEG and fMRI data from a motor experiment are analyzed. The motor task consists in moving the right hand and is performed by a group of healthy volunteers. The objective is to find the most adequate way to model the movement-related blood oxygen level-dependent (BOLD) response present in the fMRI data. The analysis of the fMRI data is performed using Statistical Parametric Mapping (SPM) and estimating two different models. In the first one (motor event model), the BOLD response is modeled following the time instants of the motor events. The second one (brain wave model) incorporates the dynamics of the 5 canonical EEG rhythms (a, p, y, 8, 6) to describe the BOLD response. From the results, it can be concluded that the motor event model better describes the BOLD response related to the movement itself, but that the brain wave model is better suited to characterize the BOLD response of complementary brain processes.
Keywords
biomedical MRI; blood; brain models; electroencephalography; medical image processing; oxygen; statistical analysis; BOLD; EEG; O2; SPM; alpha EEG-rhythm; beta EEG-rhythm; blood oxygen level-dependent response; brain wave model; fMRI; motor task; statistical parametric mapping; Brain modeling; Electrodes; Electroencephalography; Solid modeling; Synchronization; Synchronous motors; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Engineering (NER), 2011 5th International IEEE/EMBS Conference on
Conference_Location
Cancun
ISSN
1948-3546
Print_ISBN
978-1-4244-4140-2
Type
conf
DOI
10.1109/NER.2011.5910481
Filename
5910481
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