• DocumentCode
    1815556
  • Title

    Lateral asymmetry in the shape of brain ventricles in control and schizophrenia groups

  • Author

    Graham, J. ; Babalola, K.O. ; Honer, W.G. ; Lang, D. ; Kopala, L. ; Vandorpe, R.

  • Author_Institution
    Manchester Univ.
  • fYear
    2006
  • fDate
    6-9 April 2006
  • Firstpage
    414
  • Lastpage
    417
  • Abstract
    We use point distribution models (PDMs) to investigate lateral asymmetries in the shape of brain ventricles between control subjects and people with schizophrenia. Ventricle surfaces were extracted from T2-weighted MR images and PDMs generated using structural correspondences on the individual surfaces. Using paired linear discriminant analysis we calculate the vector in shape space that maximally separates the shapes of right and left ventricles in the group. The magnitude of the asymmetry is quantified by projection of the individual ventricle shapes onto this vector. We observe significant differences in the magnitude of the asymmetry in both schizophrenia and control groups. There is also a clear difference in the pattern of asymmetry. Male and female subgroups show different magnitudes and patterns of asymmetry, in both groups
  • Keywords
    biomedical MRI; brain; diseases; medical image processing; T2-weighted MR images; brain ventricle shape; lateral asymmetry; paired linear discriminant analysis; point distribution models; schizophrenia; Brain modeling; Covariance matrix; Ellipsoids; Image edge detection; Image generation; Image segmentation; Shape control; Shape measurement; Surface fitting; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: Nano to Macro, 2006. 3rd IEEE International Symposium on
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    0-7803-9576-X
  • Type

    conf

  • DOI
    10.1109/ISBI.2006.1624941
  • Filename
    1624941