Literature DB >> 27499605

Anisotropic fractional diffusion tensor imaging.

Mark M Meerschaert1, Richard L Magin2, Allen Q Ye2.   

Abstract

Traditional diffusion tensor imaging (DTI) maps brain structure by fitting a diffusion model to the magnitude of the electrical signal acquired in magnetic resonance imaging (MRI). Fractional DTI employs anomalous diffusion models to obtain a better fit to real MRI data, which can exhibit anomalous diffusion in both time and space. In this paper, we describe the challenge of developing and employing anisotropic fractional diffusion models for DTI. Since anisotropy is clearly present in the three-dimensional MRI signal response, such models hold great promise for improving brain imaging. We then propose some candidate models, based on stochastic theory.

Entities:  

Keywords:  Diffusion tensor imaging; anisotropy; anomalous diffusion; fractional calculus; magnetic resonance imaging

Year:  2015        PMID: 27499605      PMCID: PMC4973862          DOI: 10.1177/1077546314568696

Source DB:  PubMed          Journal:  J Vib Control        ISSN: 1077-5463            Impact factor:   3.095


  10 in total

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2.  Generalized diffusion tensor imaging and analytical relationships between diffusion tensor imaging and high angular resolution diffusion imaging.

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Journal:  Magn Reson Med       Date:  2003-11       Impact factor: 4.668

3.  Anisotropy in high-resolution diffusion-weighted MRI and anomalous diffusion.

Authors:  A Hanyga; M Seredyńska
Journal:  J Magn Reson       Date:  2012-05-14       Impact factor: 2.229

4.  Anomalous diffusion expressed through fractional order differential operators in the Bloch-Torrey equation.

Authors:  Richard L Magin; Osama Abdullah; Dumitru Baleanu; Xiaohong Joe Zhou
Journal:  J Magn Reson       Date:  2007-11-13       Impact factor: 2.229

5.  From diffusion-weighted MRI to anomalous diffusion imaging.

Authors:  Matt G Hall; Thomas R Barrick
Journal:  Magn Reson Med       Date:  2008-03       Impact factor: 4.668

6.  Studies of anomalous diffusion in the human brain using fractional order calculus.

Authors:  Xiaohong Joe Zhou; Qing Gao; Osama Abdullah; Richard L Magin
Journal:  Magn Reson Med       Date:  2010-03       Impact factor: 4.668

7.  Two-step anomalous diffusion tensor imaging.

Authors:  Matt G Hall; Thomas R Barrick
Journal:  NMR Biomed       Date:  2011-08-03       Impact factor: 4.044

8.  Spatio-temporal anomalous diffusion in heterogeneous media by nuclear magnetic resonance.

Authors:  M Palombo; A Gabrielli; S De Santis; C Cametti; G Ruocco; S Capuani
Journal:  J Chem Phys       Date:  2011-07-21       Impact factor: 3.488

9.  Characterization of Anomalous Diffusion in Porous Biological Tissues Using Fractional Order Derivatives and Entropy.

Authors:  Richard L Magin; Carson Ingo; Luis Colon-Perez; William Triplett; Thomas H Mareci
Journal:  Microporous Mesoporous Mater       Date:  2013-09-15       Impact factor: 5.455

10.  On random walks and entropy in diffusion-weighted magnetic resonance imaging studies of neural tissue.

Authors:  Carson Ingo; Richard L Magin; Luis Colon-Perez; William Triplett; Thomas H Mareci
Journal:  Magn Reson Med       Date:  2014-02       Impact factor: 4.668

  10 in total
  2 in total

1.  Tissue microstructure features derived from anomalous diffusion measurements in magnetic resonance imaging.

Authors:  Qiang Yu; David Reutens; Kieran O'Brien; Viktor Vegh
Journal:  Hum Brain Mapp       Date:  2016-10-18       Impact factor: 5.038

Review 2.  Axonal Degeneration in Tauopathies: Disease Relevance and Underlying Mechanisms.

Authors:  Andrew Kneynsberg; Benjamin Combs; Kyle Christensen; Gerardo Morfini; Nicholas M Kanaan
Journal:  Front Neurosci       Date:  2017-10-17       Impact factor: 4.677

  2 in total

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