Literature DB >> 18982591

Efficient computation of PDF-based characteristics from diffusion MR signal.

Haz-Edine Assemlal1, David Tschumperlé, Luc Brun.   

Abstract

We present a general method for the computation of PDF-based characteristics of the tissue micro-architecture in MR imaging. The approach relies on the approximation of the MR signal by a series expansion based on Spherical Harmonics and Laguerre-Gaussian functions, followed by a simple projection step that is efficiently done in a finite dimensional space. The resulting algorithm is generic, flexible and is able to compute a large set of useful characteristics of the local tissues structure. We illustrate the effectiveness of this approach by showing results on synthetic and real MR datasets acquired in a clinical time-frame.

Mesh:

Year:  2008        PMID: 18982591     DOI: 10.1007/978-3-540-85990-1_9

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


  4 in total

1.  Estimating diffusion propagator and its moments using directional radial basis functions.

Authors:  Lipeng Ning; Carl-Fredrik Westin; Yogesh Rathi
Journal:  IEEE Trans Med Imaging       Date:  2015-03-31       Impact factor: 10.048

2.  Multi-shell diffusion signal recovery from sparse measurements.

Authors:  Y Rathi; O Michailovich; F Laun; K Setsompop; P E Grant; C-F Westin
Journal:  Med Image Anal       Date:  2014-07-05       Impact factor: 8.545

3.  Sparse multi-shell diffusion imaging.

Authors:  Yogesh Rathi; O Michailovich; K Setsompop; S Bouix; M E Shenton; C F Westin
Journal:  Med Image Comput Comput Assist Interv       Date:  2011

4.  Motion Detection in Diffusion MRI via Online ODF Estimation.

Authors:  Emmanuel Caruyer; Iman Aganj; Christophe Lenglet; Guillermo Sapiro; Rachid Deriche
Journal:  Int J Biomed Imaging       Date:  2013-02-21
  4 in total

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