Effective medium theory of a diffusion-weighted signal

被引:113
作者
Novikov, Dmitry S. [1 ,2 ]
Kiselev, Valerij G. [3 ]
机构
[1] NYU, Sch Med, Dept Radiol, Ctr Biomed Imaging, New York, NY 10016 USA
[2] Yale Univ, Dept Phys, New Haven, CT USA
[3] Univ Hosp Freiburg, Dept Radiol, Freiburg, Germany
关键词
diffusion; diffusion-weighted imaging; effective medium; statistical description; correlation length; correlation time; multiexponential; NMR SELF-DIFFUSION; WATER DIFFUSION; MAGNETIC-RESONANCE; RESTRICTED DIFFUSION; WHITE-MATTER; SPIN-ECHO; MODEL; TIME; BRAIN; DENSITY;
D O I
10.1002/nbm.1584
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Living tissues and other heterogeneous media generally consist of structural units with different diffusion coefficients and NMR properties. These blocks, such as cells or clusters of cells, can be much smaller than the imaging voxel, and are often comparable with the diffusion length. We have developed a general approach to quantify the medium heterogeneity when it is much finer than the sample size or the imaging resolution. The approach is based on the treatment of the medium statistically in terms of the correlation functions of the local parameters. The diffusion-weighted signal is explicity found for the case in which the local diffusivity varies in space, in the lowest order in the diffusivity variance. We demonstrate how the correlation length and the variance of the local diffusivity contribute to the time-dependent diffusion coefficient and the time-dependent kurtosis. Our results are corroborated by Monte Carlo simulations of diffusion in a two-dimensional heterogeneous medium. Copyright (C) 2010 John Wiley & Sons, Ltd.
引用
收藏
页码:682 / 697
页数:16
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