DocumentCode :
1154435
Title :
White matter fiber tractography via anisotropic diffusion simulation in the human brain
Author :
Ning Kang ; Jun Zhang ; Carlson, E.S. ; Gembris, D.
Author_Institution :
Dept. of Comput. Sci., Univ. of Kentucky, Lexington, KY, USA
Volume :
24
Issue :
9
fYear :
2005
Firstpage :
1127
Lastpage :
1137
Abstract :
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.
Keywords :
biodiffusion; biomedical MRI; brain; image motion analysis; image reconstruction; medical image processing; neurophysiology; tensors; tracking; anisotropic diffusion simulation; cerebral tissues; diffusion fronts; diffusion seeds; diffusion tensor; fiber pathways; human brain; magnetic resonance imaging; noninvasive tracing; synthetic tracts; tracking scheme; tract branching; white matter fiber reconstruction; white matter fiber tractography; Anisotropic magnetoresistance; Brain modeling; Computer science; Diffusion tensor imaging; Humans; Image reconstruction; In vivo; Magnetic resonance imaging; Nerve fibers; Tensile stress; Anisotropic diffusion simulation; diffusion tensor MRI; fiber tractography; Algorithms; Anisotropy; Artificial Intelligence; Brain; Computer Simulation; Diffusion Magnetic Resonance Imaging; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Models, Neurological; Nerve Fibers, Myelinated; Neural Pathways; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2005.852049
Filename :
1501919
Link To Document :
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