Title :
Computing White Matter Fiber Orientations in High Angular Resolution Diffusion-Weighted MRI
Author :
Cao, Ning ; Zhuang, Qi ; Liang, Xuwei ; Huang, Ruiwang ; Zhang, Jun
Author_Institution :
Univ. of Kentucky, Lexington, KY
Abstract :
Diffusion tensor magnetic resonance imaging (DTI) can resolve white matter fiber orientations within voxels in which the diffusion is characterized by Gaussian diffusion process. High angular resolution diffusion imaging (HARDI) adds the capability of describing the apparent diffusion coefficient (ADC) profile of voxels that contain kissing, branching and crossing fiber configurations. We present a new method for recovering BiGaussian model from HARDI. This method divides the parameters of biGaussian model into the parameters describing the shape of ADC profile and the parameters defining the orientation of ADC profile. The two types of parameters are recovered in separate steps.
Keywords :
Gaussian processes; biomedical MRI; brain; diffusion; Gaussian diffusion process; apparent diffusion coefficient profile; biGaussian model; diffusion tensor magnetic resonance imaging; high angular resolution diffusion-weighted MRI; tractography; white matter fiber orientations; Anisotropic magnetoresistance; Biomedical imaging; Diffusion processes; Diffusion tensor imaging; Diseases; High-resolution imaging; Image resolution; Magnetic resonance imaging; Shape; Tensile stress;
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2007. ICBBE 2007. The 1st International Conference on
Conference_Location :
Wuhan
Print_ISBN :
1-4244-1120-3
DOI :
10.1109/ICBBE.2007.193