• DocumentCode
    383482
  • Title

    Structural brain asymmetry as revealed by 3D texture analysis of anatomical MR images

  • Author

    Kovalev, Vassili A. ; Kruggel, Frithjof ; Von Cramon, D. Yves

  • Author_Institution
    Max-Planck Inst. of Cognitive Neurosci., Leipzig, Germany
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    808
  • Abstract
    We used 3D texture analysis approach to examine the structural brain asymmetry. The method is based on extended, multi-sort cooccurrence matrices that employ intensity, gradient and anisotropy image features in a uniform way. The asymmetry in normals and in patients with pathological findings was evaluated on a large sample of 310 MRI-TI images with the focus on the asymmetry differences associated with gender. The analysis revealed higher asymmetry in males comparing females (t = 7.23, p < 10-6 in young and t = 2.65, p = 0.012 in elderly subjects). Separate analysis of white and gray matters showed significant asymmetry increase with age (F = 21.43, p < 10-6) of gray but not white matter.
  • Keywords
    biomedical MRI; brain; image texture; medical image processing; 3D texture; 3D texture analysis approach; anisotropy image features; gradient image features; gray matters; intensity image features; multi-sort co-occurrence matrices; structural brain asymmetry; white matters; Aging; Anisotropic magnetoresistance; Brain; Image analysis; Image processing; Image texture analysis; Neuroscience; Pathology; Senior citizens; Volume measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2002. Proceedings. 16th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-1695-X
  • Type

    conf

  • DOI
    10.1109/ICPR.2002.1044882
  • Filename
    1044882