Diffusion ODF Maps of a Three - Way Fiber Crossing
نویسندگان
چکیده
relatively freely along the neural fiber direction but are While functional brain imaging methods can locate the hindered in the fiber-transverse direction. The hindrance cortical regions subserving particular cognitive funcof water diffusion in white matter is putatively due to tions, the connectivity between the functional areas of the diffusion barrier presented by the cell membrane the human brain remains poorly understood. Recently, and the myelin sheath (Beaulieu, 2002; Le Bihan et al., investigators have proposed a method to image neural 1993; Norris, 2001). connectivity noninvasively using a magnetic resoBy measuring the direction of the diffusion anisotropy nance imaging method called diffusion tensor imaging within each voxel, DTI provides an estimate of the neural (DTI). DTI measures the molecular diffusion of water fiber direction within each voxel. The resulting image along neural pathways. Accurate reconstruction of represents a three-dimensional vector field image of neural connectivity patterns from DTI has been hinthe neural fiber orientation. The so-called tractography dered, however, by the inability of DTI to resolve more problem entails computationally reconstructing neural than a single axon direction within each imaging voxel. pathways from the diffusion tensor vector field (Basser Here, we present a novel magnetic resonance imaging et al., 2000; Conturo et al., 1999; Jones et al., 1999; Koch technique that can resolve multiple axon directions et al., 2002; Mangin et al., 2002; Mori et al., 1999; Mori within a single voxel. The technique, called q-ball imand Van Zijl, 2002; Parker et al., 2002; Pierpaoli et al., aging, can resolve intravoxel white matter fiber cross2001; Poupon et al., 2000; Xue et al., 1999). The tractoging as well as white matter insertions into cortex. The raphy problem is analogous to the problem in hydrodyability of q-ball imaging to resolve complex intravoxel namics of reconstructing flow streamlines from a fluidfiber architecture eliminates a key obstacle to mapflow vector field. ping neural connectivity in the human brain noninvaReconstruction of neural pathways from DTI is consively. founded, however, by the limitation that DTI can only
منابع مشابه
Determination of Fiber Direction in High Angular Resolution Diffusion Images using Spherical Harmonics Functions and Wiener Filter
Diffusion tensor imaging (DTI) MRI is a noninvasive imaging method of the cerebral tissues whose fibers directions are not evaluated correctly in the regions of the crossing fibers. For the same reason the high angular resolution diffusion images (HARDI) are used for estimation of the fiber direction in each voxel. One of the main methods to specify the direction of fibers is usage of the spher...
متن کاملHow Does B-Value Affect HARDI Reconstruction Using Clinical Diffusion MRI Data?
BACKGROUND A number of imaging factors can affect the orientation distribution function (ODF) reconstruction in high angular resolution diffusion imaging (HARDI). The aim of this study was to investigate the effect of the b-value on the HARDI reconstruction and to seek for the appropriate b-value for ODF reconstruction from clinical HARDI data. METHODS Diffusion MRI data with various b-values...
متن کاملDiffusion Maps Clustering for Magnetic Resonance Q-Ball Imaging Segmentation
White matter fiber clustering aims to get insight about anatomical structures in order to generate atlases, perform clear visualizations, and compute statistics across subjects, all important and current neuroimaging problems. In this work, we present a diffusion maps clustering method applied to diffusion MRI in order to segment complex white matter fiber bundles. It is well known that diffusi...
متن کاملA PSO-Powell Hybrid Method to Extract Fiber Orientations from ODF
High angular resolution diffusion imaging (HARDI) has opened up new perspectives for the delineation of crossing and branching fiber pathways by orientation distribution function (ODF). The fiber orientations contained in an imaging voxel are the key factor in tractography. To extract real fiber orientations from ODF, a hybrid method is proposed for computing the principal directions of ODF by ...
متن کاملSparse Solution of Fiber Orientation Distribution Function by Diffusion Decomposition
Fiber orientation is the key information in diffusion tractography. Several deconvolution methods have been proposed to obtain fiber orientations by estimating a fiber orientation distribution function (ODF). However, the L 2 regularization used in deconvolution often leads to false fibers that compromise the specificity of the results. To address this problem, we propose a method called diffus...
متن کاملDiffusion MRI Registration Using Orientation Distribution Functions
We propose a linear-elastic registration method to register diffusion-weighted MRI (DW-MRI) data sets by mapping their diffusion orientation distribution functions (ODFs). The ODFs were reconstructed using a q-ball imaging (QBI) technique to resolve intravoxel fiber crossing. The registration method is based on mapping the ODF maps represented by spherical harmonics which yield analytic solutio...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2003