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Theory of Q-ball imaging redux: Implications for fiber tracking.

机译:Q球成像还原理论:纤维跟踪的意义。

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摘要

Q-ball imaging is widely used to determine fiber directions for fiber tracking. In q-ball imaging the directional dependence of water diffusion in tissue is described by Tuch's orientation distribution function (ODF); a different function, the q-ball orientation distribution function, is measured using high angular resolution magnetic resonance diffusion imaging (HARDI). Tuch's ODF is assumed to be well approximated by the q-ball ODF. In this study it is shown that: 1) the q-ball ODF is not a good approximation to Tuch's ODF; 2) the properties of the q-ball ODF depend strongly on q, the area of the diffusion sensitization gradients; and 3) the q-ball ODF for a composite system is the weighted average of the q-ball ODFs for each subsystem, but the weighting factor is the product of the percent composition and a renormalization factor. In addition, a derivation is presented of the q-ball ODF for a system described by a Gaussian distribution and expressions are derived for both the dependence of the angular resolution on q and for the relation between the angular resolution and the signal loss. These findings might be useful in the design and interpretation of fiber-tracking experiments.
机译:Q球成像广泛用于确定纤维方向以进行纤维跟踪。在q球成像中,组织中水扩散的方向依赖性由Tuch的方向分布函数(ODF)来描述。使用高角度分辨率磁共振扩散成像(HARDI)测量了一个不同的函数,即q球取向分布函数。假定T球的ODF与q球ODF近似。在这项研究中表明:1)q球ODF不能很好地近似于Tuch的ODF。 2)q球ODF的性质在很大程度上取决于q,即扩散敏化梯度的面积; 3)复合系统的q球ODF是每个子系统的q球ODF的加权平均值,但加权因子是组成百分比和重新归一化因子的乘积。另外,给出了由高斯分布描述的系统的q球ODF的推导,并导出了角分辨率对q的依赖性以及角分辨率与信号损耗之间的关系的表达式。这些发现可能对光纤跟踪实验的设计和解释很有用。

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