Extreme diffusion values for non-Gaussian diffusions

Deren Han, Liqun Qi, X. Wu

Research output: Journal article publicationJournal articleAcademic researchpeer-review

6 Citations (Scopus)

Abstract

A new magnetic resonance imaging (MRI) model, called diffusion kurtosis imaging (DKI), was recently proposed, to characterize the non-Gaussian diffusion behaviour in tissues. DKI involves a fourth-order three-dimensional tensor and a second-order three-dimensional tensor. Similar to those in the diffusion tensor imaging (DTI) model, the extreme diffusion values and extreme directions associated to this tensor pair play important roles in DKI. In this paper, we study the properties of the extreme values and directions associated to such tensor pairs. We also present a numerical method and its preliminary computational results.
Original languageEnglish
Pages (from-to)703-716
Number of pages14
JournalOptimization Methods and Software
Volume23
Issue number5
DOIs
Publication statusPublished - 1 Oct 2008

Keywords

  • Anisotropy
  • Diffusion kurtosis tensors
  • Extreme diffusion directions
  • Extreme diffusion values

ASJC Scopus subject areas

  • Software
  • Control and Optimization
  • Applied Mathematics

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