Back to Search Start Over

Practical computation of the diffusion MRI signal based on Laplace eigenfunctions: permeable interfaces.

Authors :
Agdestein, Syver Døving
Tran, Try Nguyen
Li, Jing‐Rebecca
Source :
NMR in Biomedicine; Mar2022, Vol. 35 Issue 3, p1-27, 27p
Publication Year :
2022

Abstract

The complex transverse water proton magnetization subject to diffusion‐encoding magnetic field gradient pulses in a heterogeneous medium such as brain tissue can be modeled by the Bloch‐Torrey partial differential equation. The spatial integral of the solution of this equation in realistic geometry provides a gold‐standard reference model for the diffusion MRI signal arising from different tissue micro‐structures of interest. A closed form representation of this reference diffusion MRI signal, called matrix formalism, which makes explicit the link between the Laplace eigenvalues and eigenfunctions of the tissue geometry and its diffusion MRI signal, was derived 20 years ago. In addition, once the Laplace eigendecomposition has been computed and saved, the diffusion MRI signal can be calculated for arbitrary diffusion‐encoding sequences and b‐values at negligible additional cost. In a previous publication, we presented a simulation framework that we implemented inside the MATLAB‐based diffusion MRI simulator SpinDoctor that efficiently computes the matrix formalism representation for biological cells subject to impermeable membrane boundary conditions. In this work, we extend our simulation framework to include geometries that contain permeable cell membranes. We describe the new computational techniques that allowed this generalization and we analyze the effects of the magnitude of the permeability coefficient on the eigendecomposition of the diffusion and Bloch‐Torrey operators. This work is another step in bringing advanced mathematical tools and numerical method development to the simulation and modeling of diffusion MRI. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09523480
Volume :
35
Issue :
3
Database :
Complementary Index
Journal :
NMR in Biomedicine
Publication Type :
Academic Journal
Accession number :
155131063
Full Text :
https://doi.org/10.1002/nbm.4646