DocumentCode
836411
Title
EEG distributed source imaging with a realistic finite-element head model
Author
Kim, Tae-Seong ; Zhou, Yongxia ; Kim, Sungheon ; Singh, Manbir
Author_Institution
Dept. of Biomed. Eng., Univ. of Southern California, Los Angeles, CA, USA
Volume
49
Issue
3
fYear
2002
fDate
6/1/2002 12:00:00 AM
Firstpage
745
Lastpage
752
Abstract
We have investigated electroencephalography (EEG) distributed source imaging with a realistic finite-element (FE) head model. The performance of different FE imaging methods was evaluated and compared in two- (2-D) and three-dimensional (3-D) simulation studies. The results demonstrate the feasibility of EEG distributed source imaging with FE head models using FE inverse methods. We also show that incorporating prior knowledge of sources significantly improves the inverse solutions. As an application of the EEG imaging methods, the sources of voluntary movement-related evoked potentials of the human brain were imaged. The reconstructed EEG sources show good spatial correlation with the functional magnetic imaging resonance (fMRI)-mapped motor activity in the brain, thus validating the FE inverse methods and adding temporal information to the fMRI-mapped regions of the brain.
Keywords
electroencephalography; finite element analysis; inverse problems; EEG; distributed source imaging; electroencephalography; fMRI; finite-element head model; functional magnetic imaging resonance; motor activity; three-dimensional simulation; two-dimensional simulation; Brain modeling; Electroencephalography; Finite element methods; Humans; Inverse problems; Iron; Magnetic heads; Magnetic resonance imaging; Spatial resolution; Surface reconstruction;
fLanguage
English
Journal_Title
Nuclear Science, IEEE Transactions on
Publisher
ieee
ISSN
0018-9499
Type
jour
DOI
10.1109/TNS.2002.1039558
Filename
1039558
Link To Document