A new anisotropic fractional model of diffusion suitable for applications of diffusion tensor imaging in biological tissues
Author(s) -
Andrzej Hanyga,
Richard L. Magin
Publication year - 2014
Publication title -
proceedings of the royal society a mathematical physical and engineering sciences
Language(s) - English
Resource type - Journals
eISSN - 1471-2946
pISSN - 1364-5021
DOI - 10.1098/rspa.2014.0319
Subject(s) - diffusion mri , anisotropy , fractional anisotropy , diffusion , tensor (intrinsic definition) , diffusion equation , anomalous diffusion , differential operator , mathematical analysis , operator (biology) , diffusion process , anisotropic diffusion , differential equation , order (exchange) , mathematics , physics , statistical physics , computer science , geometry , optics , chemistry , quantum mechanics , innovation diffusion , economy , repressor , service (business) , knowledge management , magnetic resonance imaging , biochemistry , transcription factor , radiology , medicine , finance , economics , gene
An anomalous anisotropic diffusion equation is constructed in which the order of the spatial pseudo-differential operator is generalized to be distributed with a directionally dependent distribution. A time fractional version of this equation is also considered. First, it is proved that the equation is positivity-preserving and properly normalized. Second, the existence of a smooth Green's function solution is proved. Finally, an expression for the diffusive flux density for this new fractional order process is calculated. This approach may find utility in modelling diffusion tensor imaging data in the white matter of the human brain where both the apparent diffusion coefficient and the order of the pseudo-differential operator are anisotropic.
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