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Elsevier, Journal of Mathematical Analysis and Applications, 1(349), p. 165-180, 2009

DOI: 10.1016/j.jmaa.2008.08.049

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Principal invariants and inherent parameters of diffusion kurtosis tensors

Journal article published in 2009 by Liqun Qi, Deren Han, Ed X. Wu ORCID
This paper is available in a repository.
This paper is available in a repository.

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Abstract

A diffusion kurtosis (DK) tensor is a fourth order three-dimensional fully symmetric tensor, which is used in diffusion kurtosis imaging (DKI), a new model in medical engineering. To understand the biological and clinical meaning of the DK tensor, we have to measure and calculate some quantities and parameters which are independent from coordinate system choices. In this paper we study such quantities and parameters. They include the largest, the smallest and the average apparent kurtosis coefficients (AKC) values, which are invariant from the coordinate system choices, and some parameters measured in the inherent coordinate system, which is formed by the eigenvector system of the second order diffusion tensor. We study their computational formulas and relationships. ; Department of Applied Mathematics