DtiStudio: Resource program for diffusion tensor computation and fiber bundle tracking

被引:865
作者
Jiang, HY
van Zijl, PCM
Kim, J
Pearlson, GD
Mori, S
机构
[1] Johns Hopkins Univ, Sch Med, Dept Radiol, Baltimore, MD 21205 USA
[2] Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD 21205 USA
[3] Hartford Hosp, Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
[4] Yale Univ, Sch Med, Dept Psychiat, New Haven, CT 06510 USA
关键词
diffusion tensor imaging; fiber tractography; magnetic resonance imaging (MRI); medical image visualization;
D O I
10.1016/j.cmpb.2005.08.004
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A versatile resource program was developed for diffusion tensor image (DTI) computation and fiber tracking. The software can read data formats from a variety of MR scanners. Tensor calculation is performed by solving an over-determined linear equation system using least square fitting. Various types of map data, such as tensor elements, eigenvalues, eigenvectors, diffusion anisotropy, diffusion constants, and color-coded orientations can be calculated. The results are visualized interactively in orthogonal views and in three-dimensional mode. Three-dimensional tract reconstruction is based on the Fiber Assignment by Continuous Tracking (FACT) algorithm and a brute-force reconstruction approach. To improve the time and memory efficiency, a rapid algorithm to perform the FACT is adopted. An index matrix for the fiber data is introduced to facilitate various types of fiber bundles selection based on approaches employing multiple regions of interest (ROIs). The program is developed using C++ and OpenGL on a Windows platform. (c) 2005 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:106 / 116
页数:11
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