A second order asymptotic model for diffusion MRI in permeable media

Marwa Kchaou, Jing-Rebecca Li
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Abstract

Starting from a reference partial differential equation model of the complex transverse water proton magnetization in a voxel due to diffusion-encoding magnetic field gradient pulses, one can use periodic homogenization theory to establish macroscopic models. A previous work introduced an asymptotic model that accounted for permeable interfaces in the imaging medium. In this paper we formulate a higher order asymptotic model to treat higher values of permeability. We explicitly solved this new asymptotic model to obtain a system of ordinary differential equations that can model the diffusion MRI signal and we present numerical results showing the improved accuracy of the new model in the regime of higher permeability.
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可渗透介质中扩散MRI的二阶渐近模型
从一个由扩散编码磁场梯度脉冲引起的复杂横向水质子在体素内磁化的参考偏微分方程模型出发,可以利用周期均匀化理论建立宏观模型。以前的工作介绍了一个渐进模型,该模型考虑了成像介质中的渗透界面。本文建立了一个高阶渐近模型来处理较高的渗透率值。我们显式地求解了这个新的渐近模型,得到了一个可以模拟扩散MRI信号的常微分方程系统,我们给出的数值结果表明,在高渗透率的情况下,新模型的精度得到了提高。
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来源期刊
CiteScore
2.70
自引率
5.30%
发文量
27
审稿时长
6-12 weeks
期刊介绍: M2AN publishes original research papers of high scientific quality in two areas: Mathematical Modelling, and Numerical Analysis. Mathematical Modelling comprises the development and study of a mathematical formulation of a problem. Numerical Analysis comprises the formulation and study of a numerical approximation or solution approach to a mathematically formulated problem. Papers should be of interest to researchers and practitioners that value both rigorous theoretical analysis and solid evidence of computational relevance.
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