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
fDate :
5/1/2005 12:00:00 AM
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);
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2005.846286