Literature DB >> 21995025

Apparent intravoxel fibre population dispersion (FPD) using spherical harmonics.

Haz-Edine Assemlal1, Jennifer Campbell, Bruce Pike, Kaleem Siddiqi.   

Abstract

The vast majority of High Angular Resolution Diffusion Imaging (HARDI) modeling methods recover networks of neuronal fibres, using a heuristic extraction of their local orientation. In this paper, we present a method for computing the apparent intravoxel Fibre Population Dispersion (FPD), which conveys the manner in which distinct fibre populations are partitioned within the same voxel. We provide a statistical analysis, without any prior assumptions on the number or size of these fibre populations, using an analytical formulation of the diffusion signal autocorrelation function in the spherical harmonics basis. We also propose to extract features of the FPD obtained in the group of rotations, using several metrics based on unit quaternions. We show results on simulated data and on physical phantoms, that demonstrate the effectiveness of the FPD to reveal regions with crossing tracts, in contrast to the standard anisotropy measures.

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Year:  2011        PMID: 21995025     DOI: 10.1007/978-3-642-23629-7_20

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


  4 in total

1.  Ball and rackets: Inferring fiber fanning from diffusion-weighted MRI.

Authors:  Stamatios N Sotiropoulos; Timothy E J Behrens; Saad Jbabdi
Journal:  Neuroimage       Date:  2012-01-14       Impact factor: 6.556

2.  Can increased spatial resolution solve the crossing fiber problem for diffusion MRI?

Authors:  Kurt Schilling; Yurui Gao; Vaibhav Janve; Iwona Stepniewska; Bennett A Landman; Adam W Anderson
Journal:  NMR Biomed       Date:  2017-09-15       Impact factor: 4.044

3.  Bessel Fourier Orientation Reconstruction (BFOR): an analytical diffusion propagator reconstruction for hybrid diffusion imaging and computation of q-space indices.

Authors:  A Pasha Hosseinbor; Moo K Chung; Yu-Chien Wu; Andrew L Alexander
Journal:  Neuroimage       Date:  2012-08-31       Impact factor: 6.556

4.  Generalized diffusion spectrum magnetic resonance imaging (GDSI) for model-free reconstruction of the ensemble average propagator.

Authors:  Qiyuan Tian; Grant Yang; Christoph Leuze; Ariel Rokem; Brian L Edlow; Jennifer A McNab
Journal:  Neuroimage       Date:  2019-01-23       Impact factor: 6.556

  4 in total

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