Literature DB >> 18979741

Streamline flows for white matter fibre pathway segmentation in diffusion MRI.

Peter Savadjiev1, Jennifer S W Campbell, G Bruce Pike, Kaleem Siddiqi.   

Abstract

We introduce a fibre tract segmentation algorithm based on the geometric coherence of fibre orientations as indicated by a streamline flow model. The inference of local flow approximations motivates a pairwise consistency measure between fibre ODF maxima. We use this measure in a recursive algorithm to cluster consistent ODF maxima, leading to the segmentation of white matter pathways. The method requires minimal seeding compared to streamline tractography-based methods, and allows multiple tracts to pass through the same voxels. We illustrate the approach with a segmentation of the corpus callosum and one of the cortico-spinal tract, with each example seeded at a single voxel.

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Year:  2008        PMID: 18979741     DOI: 10.1007/978-3-540-85988-8_17

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


  4 in total

1.  Tractography segmentation using a hierarchical Dirichlet processes mixture model.

Authors:  Xiaogang Wang; W Eric L Grimson; Carl-Fredrik Westin
Journal:  Neuroimage       Date:  2010-08-01       Impact factor: 6.556

2.  A geometry-based particle filtering approach to white matter tractography.

Authors:  Peter Savadjiev; Yogesh Rathi; James G Malcolm; Martha E Shenton; Carl-Fredrik Westin
Journal:  Med Image Comput Comput Assist Interv       Date:  2010

3.  Semi-automated 3D segmentation of major tracts in the rat brain: comparing DTI with standard histological methods.

Authors:  Erika Gyengesi; Evan Calabrese; Matthew C Sherrier; G Allan Johnson; George Paxinos; Charles Watson
Journal:  Brain Struct Funct       Date:  2013-03-01       Impact factor: 3.270

4.  Classification in DTI using shapes of white matter tracts.

Authors:  Nagesh Adluru; Chris Hinrichs; Moo K Chung; Jee-Eun Lee; Vikas Singh; Erin D Bigler; Nicholas Lange; Janet E Lainhart; Andrew L Alexander
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2009
  4 in total

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