White matter mapping using diffusion tensor MRI

被引:66
|
作者
Tench, CR
Morgan, PS
Wilson, M
Blumhardt, LD
机构
[1] Univ Nottingham Hosp, Div Clin Neurol, Nottingham NG7 2UH, England
[2] Univ Nottingham Hosp, Div Acad Radiol, Nottingham NG7 2UH, England
关键词
diffusion tensor; tractography; multiple sclerosis; corpus callosum; pyramidal tracts;
D O I
10.1002/mrm.10144
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Diffusion tensor MRI is used to define trajectories that reflect the long-range order of in vivo white matter (WM) fiber tracts. Fiber tracking is particularly prone to cumulative error from noise and partial volume along the length of the trajectory paths, but the overall shape of each path is anatomically meaningful. By considering only the long-range similarity of path shapes, a method of constructing 3D maps of specific WM structures has been developed. A trajectory is first computed from an operator-selected seed voxel, located within the anatomical structure of interest (SOI). Voxels from the same structure are then automatically identified based on the similarity of trajectory path shapes, assessed using Pearson's correlation coefficient. The corpus callosum and pyramidal tracts in 14 patients with multiple sclerosis, and in 10 healthy controls were mapped by this method, and the apparent diffusion coefficient (ADC) was measured. The ADC was significantly higher in patients than in controls, and higher in the corpus callosum than in the pyramidal tracts for both groups. Using this method the different functional structures in the WM may be identified and mapped. Within these maps, MRI parameters can be measured for subsequent comparison with relevant clinical data. (C) 2002 Wiley-Liss, Inc.
引用
收藏
页码:967 / 972
页数:6
相关论文
共 50 条
  • [1] Regularized stochastic white matter tractography using diffusion tensor MRI
    Björnemo, M
    Brun, A
    Kikinis, R
    Westin, CF
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION-MICCAI 2002, PT 1, 2002, 2488 : 435 - 442
  • [2] Inferring white matter geometry from diffusion tensor MRI: Application to connectivity mapping
    Lenglet, C
    Deriche, R
    Faugeras, O
    [J]. COMPUTER VISION - ECCV 2004, PT 4, 2004, 2034 : 127 - 140
  • [3] Mapping the development of white matter tracts with diffusion tensor imaging
    Li, TQ
    Noseworthy, MD
    [J]. DEVELOPMENTAL SCIENCE, 2002, 5 (03) : 293 - 300
  • [4] Towards a shape model of white matter fiber bundles using diffusion tensor MRI
    Corouge, I
    Gouttard, S
    Gerig, G
    [J]. 2004 2ND IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: MACRO TO NANO, VOLS 1 and 2, 2004, : 344 - 347
  • [5] White matter asymmetry in the human brain:: A diffusion tensor MRI study
    Büchel, C
    Raedler, T
    Sommer, M
    Sach, M
    Weiller, C
    Koch, MA
    [J]. CEREBRAL CORTEX, 2004, 14 (09) : 945 - 951
  • [6] Anisotropy creases delineate white matter structure in diffusion tensor MRI
    Kindlmann, Gordon
    Tricoche, Xavier
    Westin, Carl-Fredrik
    [J]. Lect. Notes Comput. Sci., 1600, (126-133):
  • [7] Conductivity tensor mapping of the human brain using diffusion tensor MRI
    Tuch, DS
    Wedeen, VJ
    Dale, AM
    George, JS
    Belliveau, JW
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (20) : 11697 - 11701
  • [8] Delineating white matter structure in diffusion tensor MRI with anisotropy creases
    Kindlmann, Gordon
    Tricoche, Xavier
    Westin, Carl-Fredrik
    [J]. MEDICAL IMAGE ANALYSIS, 2007, 11 (05) : 492 - 502
  • [9] Anisotropy creases delineate white matter structure in diffusion tensor MRI
    Kindlmann, Gordon
    Tricoche, Xavier
    Westin, Carl-Fredrik
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2006, PT 1, 2006, 4190 : 126 - 133
  • [10] Characterization of white matter damage in ischemic leukoaraiosis with diffusion tensor MRI
    Jones, DK
    Lythgoe, D
    Horsfield, MA
    Simmons, A
    Williams, SCR
    Markus, HS
    [J]. STROKE, 1999, 30 (02) : 393 - 397