• DocumentCode
    2983025
  • Title

    Effects of Mid-Sagittal Plane Perturbation and Image Interpolation on Corpus Callosum Area Calculation

  • Author

    Ishaq, Omer ; Hamarneh, Ghassan ; Tam, Roger ; Traboulsee, Anthony

  • Author_Institution
    Med. Image Anal. Lab, Simon Fraser Univ., Burnaby, BC
  • fYear
    2006
  • fDate
    Aug. 2006
  • Firstpage
    197
  • Lastpage
    202
  • Abstract
    The corpus callosum (CC) is an anatomical structure that bridges the two brain hemispheres. It contains white matter tracts that participate in inter hemispheric communication. In multiple sclerosis (MS), the CC can have discrete lesions (MS plaques) or generalized tissue loss (atrophy), both of which affect the CC size. However, detection of changes in CC size depends on accurate identification of the mid-sagittal plane (MSP) in three dimensional space. We determine the error introduced in CC area when the plane of measurement is altered. Our contribution is the study of the effects of plane alteration and image interpolation. The interpolation techniques investigated are tricubic, trilinear and nearest neighbor. For measuring this error, we semi-automatically segment the CC in an MR volume. The voxels of the segmented volume are coded as binary values based on their position either inside or outside the CC. We then generate an MSP though reslicing and resampling of the volumetric data for varying values of MSP orientation and translation parameters. Finally we calculate the area of the CC whose cross section is embedded in the MSP
  • Keywords
    brain; image sampling; image segmentation; interpolation; medical image processing; MS plaques; anatomical structure; brain hemispheres; corpus callosum area calculation; discrete lesions; generalized tissue loss; image interpolation; inter hemispheric communication; mid-sagittal plane perturbation; multiple sclerosis; nearest neighbor interpolation; plane alteration; tricubic interpolation; trilinear interpolation; white matter tracts; Anatomical structure; Area measurement; Atrophy; Bridges; Image segmentation; Interpolation; Lesions; Multiple sclerosis; Nearest neighbor searches; Volume measurement; Medical image analysis; area calculation; corpus callosum; interpolation; mid sagittal plane; multiple sclerosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Information Technology, 2006 IEEE International Symposium on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-9753-3
  • Electronic_ISBN
    0-7803-9754-1
  • Type

    conf

  • DOI
    10.1109/ISSPIT.2006.270796
  • Filename
    4042238