• 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