Title :
Texture Anisotropy of the Brain´s White Matter as Revealed by Anatomical MRI
Author :
Kovalev, V. ; Kruggel, F.
Author_Institution :
United Inst. of Informatics Problems, Belarus Nat. Acad. of Sci., Minsk
fDate :
5/1/2007 12:00:00 AM
Abstract :
The purpose of this work was to study specific texture properties of the brain\´s white matter (WM) based on conventional high-resolution T 1-weighted magnetic resonance imaging (MRI) datasets. Quantitative parameters anisotropy and laminarity were derived from 3-D texture analysis. Differences in WM texture associated with gender were evaluated on an age-matched sample of 210 young healthy subjects (mean age 24.8, SD 3.97 years, 103males and 107 females). Changes of WM texture with age were studied using 112 MRI-T1 datasets of healthy subjects aged 16 to 70years (57 males and 55 females). Both texture measures indicated a "more regular" WM structure in females (p<10-6). An age-related deterioration of WM structure manifests itself as a remarkable decline of both parameters (p<10-6) that is more prominent in females (p<10-6 ) than in males (p=0.02). Texture analysis of anatomical MRI-T1 brain datasets provides quantitative information about macroscopic WM characteristics and helps discriminating between normal and pathological aging
Keywords :
biomedical MRI; brain; image texture; medical image processing; 3-D texture analysis; anatomical MRI; brain white matter; high-resolution T1-weighted magnetic resonance imaging; laminarity; normal aging; pathological aging; texture anisotropy; Aging; Anisotropic magnetoresistance; Computer vision; Image analysis; Image texture analysis; Information analysis; Magnetic analysis; Magnetic properties; Magnetic resonance imaging; Pathology; Age; anisotropy; gender; magnetic resonance imaging (MRI); texture; white matter (WM); Adult; Aging; Algorithms; Anisotropy; Brain; Female; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Male; Nerve Fibers, Myelinated; Reproducibility of Results; Sensitivity and Specificity; Sex Factors;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2007.895481