Numerical simulation of diffusion MRI signals using an adaptive time-stepping method

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Abstract

The effect on the MRI signal of water diffusion in biological tissues in the presence of applied magnetic field gradient pulses can be modelled by a multiple compartment Bloch-Torrey partial differential equation. We present a method for the numerical solution of this equation by coupling a standard Cartesian spatial discretization with an adaptive time discretization. The time discretization is done using the explicit Runge-Kutta-Chebyshev method, which is more efficient than the forward Euler time discretization for diffusive-type problems. We use this approach to simulate the diffusion MRI signal from the extra-cylindrical compartment in a tissue model of the brain gray matter consisting of cylindrical and spherical cells and illustrate the effect of cell membrane permeability.

Original languageEnglish
Pages (from-to)441-454
Number of pages14
JournalPhysics in Medicine and Biology
Volume59
Issue number2
DOIs
Publication statusPublished - 20 Jan 2014

Keywords

  • Bloch-Torrey PDE
  • diffusion MRI
  • finite difference
  • simulation

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