Quantitative assessment of motion correction for high angular resolution diffusion imaging

Magnetic Resonance Imaging

Volumn 28, Issue 2, 2010, Pages 290-296

  Sakaie, Ken E ^a   Lowe, Mark J ^a  

^a LERNER RESEARCH INSTITUTE   (United States)

Author keywords

Diffusion tensor imaging; DTI; HARDI; High angular resolution diffusion imaging; Motion correction

Indexed keywords

ACCURACY; ADULT; ARTICLE; COMPUTER PROGRAM; DATA ANALYSIS; DIFFUSION WEIGHTED IMAGING; FEMALE; HUMAN; IMAGE ANALYSIS; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MALE; MOTION; PRIORITY JOURNAL; PROCESS OPTIMIZATION; QUALITY CONTROL; RELIABILITY; WHITE MATTER;

ADULT; ALGORITHMS; ARTIFACTS; BRAIN; DIFFUSION MAGNETIC RESONANCE IMAGING; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; MALE; MIDDLE AGED; MOTION; MULTIPLE SCLEROSIS; NERVE FIBERS, MYELINATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 77349116616     PISSN: 0730725X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mri.2009.07.004     Document Type: Article

References (31)

1. Carroll T.J., Sakaie K.E., Wielopolski P.A., Edelman R.R. Advanced imaging techniques, including fast imaging. Clinical Magnetic Resonance Imaging 2006, Vol. 1:187-230. Saunders Elsevier, Philadelphia. R.R. Edelman, J.R. Hesselink, M.B. Zlatkin, J.V. Crues (Eds.).
2. Tuch D.S., Reese T.G., Wiegell M.R., Makris N., Belliveau J.W., Wedeen V.J. High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity. Magn Reson Med 2002, 48:577-582.
3. Hiltunen J., Hari R., Jousmaki V., Muller K., Sepponen R., Joensuu R. Quantification of mechanical vibration during diffusion tensor imaging at 3 T. Neuroimage 2006, 32:93-103.
4. Andersson J.L., Skare S. A model-based method for retrospective correction of geometric distortions in diffusion-weighted EPI. Neuroimage 2002, 16:177-199.
5. Rohde G.K., Barnett A.S., Basser P.J., Marenco S., Pierpaoli C. Comprehensive approach for correction of motion and distortion in diffusion-weighted MRI. Magn Reson Med 2004, 51:103-114.
6. Bai Y., Alexander D.C. Model-based registration to correct for motion between acquistions in diffusion MR imaging. The Fifth IEEE International Symposium on Biomedical Imaging 2008, Vol. 5:1784. IEEE, Paris.
7. Smith S.M., Jenkinson M., Woolrich M.W., Beckmann C.F., Behrens T.E., Johansen-Berg H., et al. Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 2004, 23(Suppl 1):S208-S219.
8. Jiang A.P., Kennedy D.N., Baker J.R., Weisskoff R.M., Tootell R.B.H., Woods R.P., et al. Motion detection and correction in functional MR imaging. Hum Brain Mapp 1995, 3:224-235.
9. Basser P.J., Pajevic S. Statistical artifacts in diffusion tensor MRI (DT-MRI) caused by background noise. Magn Reson Med 2000, 44:41-50.
10. Jones D.K. Determining and visualizing uncertainty in estimates of fiber orientation from diffusion tensor MRI. Magn Reson Med 2003, 49:7-12.
11. Whitcher B., Tuch D.S., Wisco J.J., Sorensen A.G., Wang L. Using the wild bootstrap to quantify uncertainty in diffusion tensor imaging. Hum Brain Mapp 2008, 29:346-362.
12. Reese T.G., Heid O., Weisskoff R.M., Wedeen V.J. Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med 2003, 49:177-182.
13. Jones D.K., Horsfield M.A., Simmons A. Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging. Magn Reson Med 1999, 42:515-525.
14. Jenkinson M., Bannister P., Brady M., Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage 2002, 17:825-841.
15. Basser P.J., Mattiello J., LeBihan D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 1994, 103:247-254.
16. Jenkinson M., Smith S. A global optimisation method for robust affine registration of brain images. Med Image Anal 2001, 5:143-156.
17. Farrell J.A., Landman B.A., Jones C.K., Smith S.A., Prince J.L., van Zijl P.C., et al. Effects of signal-to-noise ratio on the accuracy and reproducibility of diffusion tensor imaging-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5 T. J Magn Reson Imaging 2007, 26:756-767.
18. Leemans A., Jones D.K. The B-matrix must be rotated when correcting for subject motion in DTI data. Magn Reson Med 2009, 61:1336-1349.
19. Westin C.F., Maier S.E., Mamata H., Nabavi A., Jolesz F.A., Kikinis R. Processing and visualization for diffusion tensor MRI. Med Image Anal 2002, 6:93-108.
20. Horsfield M.A., Jones D.K. Applications of diffusion-weighted and diffusion tensor MRI to white matter diseases - a review. NMR Biomed 2002, 15:570-577.
21. Assaf Y., Pasternak O. Diffusion tensor imaging (DTI)-based white matter mapping in brain research: a review. J Mol Neurosci 2008, 34:51-61.
22. Bastin M.E. On the use of the FLAIR technique to improve the correction of eddy current induced artefacts in MR diffusion tensor imaging. Magn Reson Imaging 2001, 19:937-950.
23. de Crespigny A.J., Moseley M.E. Eddy current induced image warping in diffusion weighted EPI. Proceedings 6th Scientifice Meeting of the International Society for Magnetic Resonance in Medicine, Vol Sydney 1998, 661.
24. Pierpaoli C., Basser P.J. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med 1996, 36:893-906.
25. Tijssen R.H., Jansen J.F., Backes W.H. Assessing and minimizing the effects of noise and motion in clinical DTI at 3 T. Hum Brain Mapp 2008, 30:2641-2655.
26. Mori S., Crain B.J., Chacko V.P., van Zijl P.C. Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol 1999, 45:265-269.
27. Clayden J.D., Bastin M.E., Storkey A.J. Improved segmentation reproducibility in group tractography using a quantitative tract similarity measure. Neuroimage 2006, 33:482-492.
28. Batchelor P.G., Calamante F., Tournier J.D., Atkinson D., Hill D.L., Connelly A. Quantification of the shape of fiber tracts. Magn Reson Med 2006, 55:894-903.
29. Jeong H.K., Lu Y., Ding Z., Anderson A.W. Characeterizing the cone of uncertainty in diffusion tensor MRI. Proceedings of the 13th Scientific Meeting of the International Society for Magnetic Resonance in Medicine 2005, Vol. 13:1317. Miami.
30. Koay C.G., Nevo U., Chang L.C., Pierpaoli C., Basser P.J. The elliptical cone of uncertainty and its normalized measures in diffusion tensor imaging. IEEE Trans Med Imaging 2008, 27:834-846.
31. Chang L.C., Jones D.K., Pierpaoli C. RESTORE: robust estimation of tensors by outlier rejection. Magn Reson Med 2005, 53:1088-1095.