White matter fiber tractography via anisotropic diffusion simulation in the human brain

被引:26
|
作者
Kang, N
Zhang, J
Carlson, ES
Gembris, D
机构
[1] Univ Kentucky, Dept Comp Sci, Lexington, KY 40506 USA
[2] Univ Alabama, Dept Chem Engn, Tuscaloosa, AL 35487 USA
[3] Univ Mannheim, S Germain Brain Imaging Ctr, Inst Computat Med Mannheim, D-68131 Mannheim, Germany
基金
美国国家科学基金会;
关键词
anisotropic diffusion simulation; diffusion tensor MRI; fiber tractography;
D O I
10.1109/TMI.2005.852049
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A novel approach to noninvasively tracing brain white matter fiber tracts is presented using diffusion tensor magnetic resonance imaging (DT-MRI). This technique is based on successive anisotropic diffusion simulations over the human brain, which are utilized to construct three dimensional diffusion fronts. The fiber pathways are determined by evaluating the distance and orientation from the fronts to their corresponding diffusion seeds. Synthetic and real DT-MRI data are employed to demonstrate the tracking scheme. It is shown that the synthetic tracts are accurately replicated, and several major white matter fiber pathways can be reproduced noninvasively, with the tract branching being allowed. Since simulating the diffusion process, which is truly a physical phenomenon reflecting the underlying architecture of cerebral tissues, makes full use of the diffusion tensor data, including both the magnitude and orientation information, the proposed approach is expected to enhance robustness and reliability in white matter fiber reconstruction.
引用
收藏
页码:1127 / 1137
页数:11
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