FIBER TRACTOGROPHY AND TRACT SEGMENTATION IN MULTIPLE SCLEROSIS LESIONS

被引:0
|
作者
Shiee, Navid [1 ]
Bazin, Pierre-Louis [1 ]
Calabresi, Peter A. [1 ]
Reich, Daniel S. [1 ]
Pham, Dzung L. [1 ]
机构
[1] Johns Hopkins Univ, Baltimore, MD 21218 USA
来源
2011 8TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO | 2011年
关键词
Diffusion weighted imaging; Diffusion tensor imaging; Fiber tracking; WM bundle segmentation; Multiple Sclerosis; WM lesions; DIFFUSION; TRACKING; MRI;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Diffusion tensor imaging provides rich information about human brain connectivity in vivo, yet most current methods for fiber tractography or tract segmentation do not address white matter pathologies such as multiple sclerosis lesions, which can alter the diffusion tensor characteristics. We study here the effects of MS lesions on estimated diffusion tensors and how they affect the processing of fibers and tracts. An efficient correction algorithm is proposed to compensate for lesion areas in two different approaches to fiber tracking and tract segmentation. Application of the algorithm to real data acquired from MS patients demonstrates improved fiber tracking through lesion regions.
引用
收藏
页码:1488 / 1491
页数:4
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