The derivation of homogenized diffusion kurtosis models for diffusion MRI

Houssem Haddar, Marwa Kchaou, Maher Moakher

Research output: Contribution to journalArticlepeer-review

Abstract

We use homogenization theory to establish a new macroscopic model for the complex transverse water proton magnetization in a voxel due to diffusion-encoding magnetic field gradient pulses in the case of biological tissue with impermeable membranes. In this model, new higher-order diffusion tensors emerge and offer more information about the structure of the biological tissues. We explicitly solve the macroscopic model to obtain an ordinary differential equation for the diffusion MRI signal that has similar structure as diffusional kurtosis imaging models. We finally present some validating numerical results on synthetic examples showing the accuracy of the model with respect to signals obtained by solving the Bloch-Torrey equation.

Original languageEnglish
Pages (from-to)48-57
Number of pages10
JournalJournal of Magnetic Resonance
Volume298
DOIs
Publication statusPublished - 1 Jan 2019
Externally publishedYes

Keywords

  • Bloch-Torrey equation
  • Diffusion MRI, homogenization theory
  • Diffusion kurtosis imaging
  • Higher-order diffusion tensor
  • Macroscopic model

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