DocumentCode :
809899
Title :
Magnetoencephalography cortical source imaging using spherical mapping
Author :
Im, Chang-Hwan ; Lee, Chany ; Jung, Hyun-Kyo ; Lee, Yong-Ho ; Kuriki, Shinya
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., South Korea
Volume :
41
Issue :
5
fYear :
2005
fDate :
5/1/2005 12:00:00 AM
Firstpage :
1984
Lastpage :
1987
Abstract :
This paper proposes a novel approach to enhancing results of magnetoencephalography cortical source imaging. The proposed approach utilizes bell-shaped functions defined on an inflated cortical surface, which has one-to-one correspondence with original tessellated cortical surface. The coefficients of the functions are then determined using sensitivity analysis with conjugate gradient updating scheme. Applications of the approach to a simulation study and a practical experiment have resulted in more stable and smoother brain source distribution, compared to conventional linear inverse approach.
Keywords :
conjugate gradient methods; inverse problems; magnetoencephalography; sensitivity analysis; bell-shaped functions; brain source distribution; brain surface inflation; conjugate gradient updating scheme; cortical source imaging; inflated cortical surface; inverse problem; linear inverse approach; magnetoencephalography; sensitivity analysis; spherical mapping; Brain modeling; Computer science; Helium; Image reconstruction; Inverse problems; Magnetic field measurement; Magnetoencephalography; Multiple signal classification; Sensitivity analysis; Surface reconstruction; Brain surface inflation; cortical source imaging; inverse problem; magnetoencephalography (MEG);
fLanguage :
English
Journal_Title :
Magnetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9464
Type :
jour
DOI :
10.1109/TMAG.2005.846286
Filename :
1431015
Link To Document :
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