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
Link To Document :
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