DocumentCode
413024
Title
White matter connectivity by diffusion distance on 3T MRI
Author
Sato, Tetsuo ; Kashikura, Kenichi ; Kabasawa, Hiroyuki ; Yonekura, Yoshiharu ; Minato, Kotaro
Author_Institution
Grad. Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Japan
fYear
2003
fDate
20-22 Oct. 2003
Firstpage
162
Lastpage
163
Abstract
Diffusion tensor imaging (DTI) has become a powerful tool for analyzing the structure of while matter. We have already developed a novel method to assess white matter connectivity using diffusion tensor distance between neighborhood voxels. Diffusion tensor distance is defined as the length from the center to the surface of the diffusion tensor. In the proposed method, we use directional diffusion measurements to infer regional white matter connectivity. To assess the connectivity, we compose the map based on the projected tensor distance, then we put a label on the constructed map and segment regionally connected white matter using labels. We also apply the method to in vivo brain measurements at 3T MRI. Using the iterative algorithm, we can segment typical white matter trajectories such as corpus callosum. Compared with other algorithms using eigenvalues of the diffusion tensor, our approach has flexibility in selecting connected regions by using basic characteristics of the diffusion tensor shape. The purpose of this study is to obtain a quantitative map of white matter connectivity in vivo using diffusion tensor properties.
Keywords
biodiffusion; biomedical MRI; brain; image segmentation; medical image processing; neurophysiology; tensors; 3T MRI; corpus callosum; diffusion distance; diffusion tensor imaging; diffusion tensor shape; directional diffusion measurements; image segmentation; in vivo brain measurements; iterative algorithm; voxels; white matter connectivity; white matter trajectories; Anisotropic magnetoresistance; Biomedical imaging; Biomedical measurements; Diffusion tensor imaging; In vivo; Iterative algorithms; Magnetic anisotropy; Magnetic resonance imaging; Perpendicular magnetic anisotropy; Tensile stress;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering, 2003. IEEE EMBS Asian-Pacific Conference on
Print_ISBN
0-7803-7943-8
Type
conf
DOI
10.1109/APBME.2003.1302634
Filename
1302634
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