• DocumentCode
    1821333
  • Title

    Spatial correspondence based asymmetry analysis in FMRI

  • Author

    Das, Sandhitsu R. ; Hamilton, Dawn Mechanic ; Korczykowski, Marc ; Avants, Brian B. ; Detre, John A. ; Gee, James C. ; Yushkevich, Paul A.

  • Author_Institution
    Dept. of Radiol., Univ. of Pennsylvania, Philadelphia, PA
  • fYear
    2008
  • fDate
    14-17 May 2008
  • Firstpage
    616
  • Lastpage
    619
  • Abstract
    Asymmetry analysis of brain activation in functional magnetic resonance imaging (fMRI) experiments is commonly used to determine hemispheric specialization for cognitive function. Asymmetry is typically expressed in terms of differences in the number of suprathreshold voxels activated, normalized to total activation, within specific regions known to subserve the function of interest or over the entire hemisphere. We introduce methodologies for carrying out asymmetry analysis both for region of interest (ROI) and whole brain based studies that take into account information about spatial correspondence of voxels on two sides of the brain. We apply this methodology to make determination of activation asymmetry during a memory encoding task in patients with refractory temporal lobe epilepsy (TLE). Memory lateralization is an important step in the presurgical evaluation of such patients for temporal lobectomy. Using structure specific analysis, our asymmetry scores in hippocampus are found to have a strong correspondence with hemispheric dominance given by Intracortical Amobarbital Testing (IAT), which is the widely accepted gold standard for determining laterality. Whole brain analysis, on the other hand, is used to locate regions in the brain with asymmetric activation in an exploratory analysis. These methods of quantifying asymmetry using spatial correspondence have the potential for generating more robust asymmetry measurements.
  • Keywords
    biomedical MRI; brain; cognition; neurophysiology; brain activation; cognitive function; fMRI; functional magnetic resonance imaging; hemispheric specialization; intracortical amobarbital testing; memory encoding task; memory lateralization; refractory temporal lobe epilepsy; spatial correspondence based asymmetry analysis; Encoding; Epilepsy; Gold; Hippocampus; Image analysis; Information analysis; Magnetic analysis; Magnetic resonance imaging; Temporal lobe; Testing; IAT; Wada; asymmetry; epilepsy; fMRI; memory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-2002-5
  • Electronic_ISBN
    978-1-4244-2003-2
  • Type

    conf

  • DOI
    10.1109/ISBI.2008.4541071
  • Filename
    4541071