Literature DB >> 20426006

Local white matter geometry indices from diffusion tensor gradients.

Peter Savadjiev1, Gordon Kindlmann, Sylvain Bouix, Martha E Shenton, Carl-Fredrik Westin.   

Abstract

We introduce a framework for computing geometrical properties of white matter fibres directly from diffusion tensor fields. The key idea is to isolate the portion of the gradient of the tensor field corresponding to local variation in tensor orientation, and to project it onto a coordinate frame of tensor eigenvectors. The resulting eigenframe-centered representation makes it possible to define scalar geometrical measures that describe the underlying white matter fibres, directly from the diffusion tensor field and its gradient, without requiring prior tractography. We define two new scalar measures of (1) fibre dispersion and (2) fibre curving, and we demonstrate them on synthetic and in-vivo datasets. Finally, we illustrate their applicability in a group study on schizophrenia.

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Year:  2009        PMID: 20426006      PMCID: PMC2892818          DOI: 10.1007/978-3-642-04268-3_43

Source DB:  PubMed          Journal:  Med Image Comput Comput Assist Interv


  27 in total

1.  Log-Euclidean metrics for fast and simple calculus on diffusion tensors.

Authors:  Vincent Arsigny; Pierre Fillard; Xavier Pennec; Nicholas Ayache
Journal:  Magn Reson Med       Date:  2006-08       Impact factor: 4.668

2.  DTI segmentation by statistical surface evolution.

Authors:  Christophe Lenglet; Mikaël Rousson; Rachid Deriche
Journal:  IEEE Trans Med Imaging       Date:  2006-06       Impact factor: 10.048

3.  Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis.

Authors:  Isabelle Corouge; P Thomas Fletcher; Sarang Joshi; Sylvain Gouttard; Guido Gerig
Journal:  Med Image Anal       Date:  2006-08-22       Impact factor: 8.545

4.  3D curve inference for diffusion MRI regularization and fibre tractography.

Authors:  Peter Savadjiev; Jennifer S W Campbell; G Bruce Pike; Kaleem Siddiqi
Journal:  Med Image Anal       Date:  2006-08-21       Impact factor: 8.545

5.  Diffusion tensor analysis with invariant gradients and rotation tangents.

Authors:  Gordon Kindlmann; Daniel B Ennis; Ross T Whitaker; Carl-Fredrik Westin
Journal:  IEEE Trans Med Imaging       Date:  2007-11       Impact factor: 10.048

6.  Tensor splines for interpolation and approximation of DT-MRI with applications to segmentation of isolated rat hippocampi.

Authors:  Angelos Barmpoutis; Baba C Vemuri; Timothy M Shepherd; John R Forder
Journal:  IEEE Trans Med Imaging       Date:  2007-11       Impact factor: 10.048

7.  Labeling of ambiguous subvoxel fibre bundle configurations in high angular resolution diffusion MRI.

Authors:  Peter Savadjiev; Jennifer S W Campbell; Maxime Descoteaux; Rachid Deriche; G Bruce Pike; Kaleem Siddiqi
Journal:  Neuroimage       Date:  2008-02-01       Impact factor: 6.556

Review 8.  A review of diffusion tensor imaging studies in schizophrenia.

Authors:  Marek Kubicki; Robert McCarley; Carl-Fredrik Westin; Hae-Jeong Park; Stephan Maier; Ron Kikinis; Ferenc A Jolesz; Martha E Shenton
Journal:  J Psychiatr Res       Date:  2005-07-14       Impact factor: 4.791

Review 9.  Diffusion tensor MRI in multiple sclerosis.

Authors:  Marco Rovaris; Massimo Filippi
Journal:  J Neuroimaging       Date:  2007-04       Impact factor: 2.486

10.  Automatic tractography segmentation using a high-dimensional white matter atlas.

Authors:  Lauren J O'Donnell; Carl-Fredrik Westin
Journal:  IEEE Trans Med Imaging       Date:  2007-11       Impact factor: 10.048

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