Borkowski Karol, Kłodowski Krzysztof, Figiel Henryk, Krzyżak Artur Tadeusz
Faculty of Physics and Applied Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-059, Cracow.
Faculty of Physics and Applied Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-059, Cracow.
Magn Reson Imaging. 2017 Feb;36:1-6. doi: 10.1016/j.mri.2016.10.002. Epub 2016 Oct 11.
The recently presented B-matrix Spatial Distribution (BSD) approach is a calibration technique which derives the actual distribution of the B-matrix in space. It is claimed that taking into account the spatial variability of the B-matrix improves the accuracy of diffusion tensor imaging (DTI). The purpose of this study is to verify this approach theoretically through computer simulations. Assuming three different spatial distributions of the B-matrix, diffusion weighted signals were calculated for the six orientations of a model anisotropic phantom. Subsequently two variants of the BSD calibration were performed for each of the three cases; one with the assumption of high uniformity of the model phantom (uBSD-DTI) and the other taking into account imperfections in phantom structure (BSD-DTI). Several cases of varying degrees of phantom uniformity were analyzed and the distributions of the B-matrix obtained were used for the calculation of the diffusion tensor of a model isotropic phantom. The results were compared with standard diffusion tensor calculation. The simulations confirmed the improvement of accuracy in the determination of the diffusion tensor after the calibration. BSD-DTI improves accuracy independent of both the degree of uniformity of the phantom and the inhomogeneity of the B-matrix. In cases of a relatively good uniformity of the phantom and minor distortions in the spatial distribution of the B-matrix, the uBSD-DTI approach is sufficient.
最近提出的B矩阵空间分布(BSD)方法是一种校准技术,可得出B矩阵在空间中的实际分布。据称,考虑B矩阵的空间变异性可提高扩散张量成像(DTI)的准确性。本研究的目的是通过计算机模拟从理论上验证这种方法。假设B矩阵有三种不同的空间分布,针对模型各向异性体模的六个方向计算扩散加权信号。随后,对三种情况中的每一种都进行了BSD校准的两种变体;一种假设模型体模具有高度均匀性(uBSD-DTI),另一种考虑体模结构的不完美性(BSD-DTI)。分析了几种不同程度的体模均匀性情况,并将获得的B矩阵分布用于计算模型各向同性体模的扩散张量。将结果与标准扩散张量计算进行比较。模拟结果证实了校准后扩散张量测定准确性的提高。BSD-DTI提高了准确性,且与体模的均匀程度和B矩阵的不均匀性无关。在体模均匀性相对较好且B矩阵空间分布存在微小畸变的情况下,uBSD-DTI方法就足够了。