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Mathematical Methods for Diffusion MRI Processing

Overview
Journal Neuroimage
Specialty Radiology
Date 2008 Dec 10
PMID 19063977
Citations 36
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Abstract

In this article, we review recent mathematical models and computational methods for the processing of diffusion Magnetic Resonance Images, including state-of-the-art reconstruction of diffusion models, cerebral white matter connectivity analysis, and segmentation techniques. We focus on Diffusion Tensor Images (DTI) and Q-Ball Images (QBI).

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References
1.
Jackowski M, Kao C, Qiu M, Constable R, Staib L . White matter tractography by anisotropic wavefront evolution and diffusion tensor imaging. Med Image Anal. 2005; 9(5):427-40. PMC: 2839167. DOI: 10.1016/j.media.2005.05.008. View

2.
Wang Z, Vemuri B . DTI segmentation using an information theoretic tensor dissimilarity measure. IEEE Trans Med Imaging. 2005; 24(10):1267-77. DOI: 10.1109/TMI.2005.854516. View

3.
Khachaturian M, Wisco J, Tuch D . Boosting the sampling efficiency of q-Ball imaging using multiple wavevector fusion. Magn Reson Med. 2007; 57(2):289-96. DOI: 10.1002/mrm.21090. View

4.
Arsigny V, Fillard P, Pennec X, Ayache N . Log-Euclidean metrics for fast and simple calculus on diffusion tensors. Magn Reson Med. 2006; 56(2):411-21. DOI: 10.1002/mrm.20965. View

5.
Tuch D . Q-ball imaging. Magn Reson Med. 2004; 52(6):1358-72. DOI: 10.1002/mrm.20279. View