• 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