Spatial normalization of diffusion tensor fields

Magnetic Resonance in Medicine

Volumn 50, Issue 1, 2003, Pages 175-182

  Xu, Dongrong ^a,c   Mori, Susumu ^b   Shen, Dinggang ^a   Van Zijl, Peter C M ^b   Davatzikos, Christos ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c NONE   (United States)

Author keywords

Diffusion tensor image warping; Fractional anisotropy; Statistical anatomical atlases; Tensor reorientation; White matter fibers

Indexed keywords

DIFFUSION; IMAGE ENHANCEMENT; PROBABILITY DISTRIBUTIONS; SIGNAL TO NOISE RATIO;

ANATOMICAL ATLAS; DIFFUSION TENSOR; FRACTIONAL ANISOTROPY; TENSOR REORIENTATIONS; WHITE MATTER FIBERS;

TENSORS;

ANISOTROPY; ARTICLE; DIFFUSION TENSOR IMAGING; FEMALE; HUMAN; MALE; NORMAL HUMAN; SIGNAL NOISE RATIO; TECHNIQUE; WHITE MATTER;

EID: 0038262644     PISSN: 07403194     EISSN: None     Source Type: Journal    
DOI: 10.1002/mrm.10489     Document Type: Article

References (20)

1. Friston KJ, Ashburner J, Frith CD, Poline JB, Heather JD, Frackowiak RSJ. Spatial registration and normalization of images. Hum Brain Mapp 1999;2:165-189.
2. Friston KJ, Holmes AP, Worsley KJ, Poline JP, Frith CD, Frackowiak RSJ. Statistical parametric maps in functional imaging: a general linear approach. Hum Brain Mapp 1995;189-210.
3. Alexander DC, Gee JC, Bajcsy R. Strategies for data reorientation during non-rigid warps of diffusion tensor images. In: Proceedings of MICCAI, the Second International Conference, Cambridge, UK, 1999. p 463-472.
4. Alexander DC, Pierpaoli C, Basser PJ, Gee JC. Spatial transformations of diffusion tensor magnetic resonance images. IEEE Trans Med Imaging 2001;20:1131-1139.
5. Shen D, Davatzikos C. HAMMER: hierarchical attribute matching mechanism for elastic registration. IEEE Trans Med Imaging 2002;21: 1421-1439.
6. Collins DL, Neelin P, Peters TM, Evans AC. Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. J Comp Assist Tomogr 1994;18:192-205.
7. Davatzikos C, Bryan RN. Using a deformable surface model to obtain a shape representation of the cortex. IEEE Trans Med Imaging 1996;15: 785-795.
8. Davatzikos C. Mapping ofimage data to stereotaxic spaces: applications to brain mapping. Hum Brain Mapp 1998;6:334-338.
9. Davatzikos C, Genc A, Xu D, Resnick SM. Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy. Neuroimage 2001;14:1361-1369.
10. Gee JC, Reivich M, Bajcsy R. Elastically deforming 3D atlas to match anatomical brain images. J Comput Assist Tomogr 1993;17:225-236.
11. Thompson P, Toga AW. A surface-based technique for warping three-dimensional images of the brain. IEEE Trans Med Imaging 1996;15: 402-417.
12. Vaillant M, Davatzikos C. Hierarchical matching of cortical features for deformable brain image registration. In: Lecture Notes in Computer Science: Information Processing in Medical Imaging 1999;1613:182-195.
13. Christensen GE, Rabbitt RD, Miller MI. 3D brain mapping using a deformable neuroanatomy. Phys Med Biol 1994;39:609-618.
14. Golub GH, Van Loan CF. Matrix computations. Baltimore: Johns Hopkins University Press; 1983.
15. Pierpaoli C, Basser PJ. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med 1996;36:893-906.
16. Mori S, Kaufmann WE, Davatzikos C, Stieltjes B, Amodei L, Fredericksen K, Pearlson GD, Melhem ER, Solaiyappan M, Raymond GV, Moser HW, van Zijl PCM. Imaging cortical association tracts in human brain using diffusion tensor-based axonal tracking. Magn Reson Med 2002; 47:215-223.
17. Stieltjes B, Kaufmann WE, van Zijl PCM, Fredericksen K, Pearlson GD, Mori S, Diffusion tensor imaging and axonal tracking in the human brainstem. NeuroImage 2001;14:723-735.
18. Woods RP, Grafton ST, Holmes CJ, Cherry SR, Mazziotta JC. Automated image registration. I. General methods and intra-subject, intra-modality validation. J Comput Assist Tomogr 1998;22:141-154.
19. Woods RP, Grafton ST, Watson JDG, Scotte NL, Mazziotta JC. Automated image registration. II. Inter-subject validation of linear and nonlinear models. J Comput Assist Tomogr 1998;22:155-165.
20. Pierpaoli C, Jezzard P, Basser PJ, Barnett A, Di Chiro G. Diffusion tensor MR imaging of human brain. Radiology 1996;201:637-648.