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基于弥散梯度非均匀性的 DTI 轨迹分析与校正。

Analysis and correction of errors in DTI-based tractography due to diffusion gradient inhomogeneity.

机构信息

Faculty of Physics and Applied Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Cracow, Poland.

Faculty of Geology, Geophysics and Environmental Protection, AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Cracow, Poland.

出版信息

J Magn Reson. 2018 Nov;296:5-11. doi: 10.1016/j.jmr.2018.08.011. Epub 2018 Aug 30.

Abstract

The DTI-based tractography, despite its restrictions, is the most widely utilized fiber tracking method in clinical practice. Its fidelity is strictly dependent on the precision and accuracy of the DTI measurement, which in turn is limited by the linearity of the diffusion sensitizing gradient. The influence of the gradient distortions on the differences between the real and measured orientation of fibers was investigated by computer simulations. In addition, the potential of the b-matrix Spatial Distribution in DTI (BSD-DTI) technique in correcting such kind of errors was demonstrated experimentally. The simulations revealed that the diffusion gradient inhomogeneity, if not corrected, leads to the erroneous indication of the fiber direction. The average and maximum deviations were about 1° and 15°, respectively. Remarkably, the deviation between the real and measured orientation of fibers is directionally dependent, what was confirmed in MRI measurement. The deviation errors can be effectively corrected by preceding the DTI measurement with the BSD-DTI calibration.

摘要

基于 DTI 的轨迹技术,尽管存在限制,但仍是临床实践中应用最广泛的纤维追踪方法。其准确性严格依赖于 DTI 测量的精度和准确性,而 DTI 测量的准确性又受到扩散敏感梯度线性度的限制。通过计算机模拟研究了梯度失真对纤维真实方向和测量方向之间差异的影响。此外,还通过实验证明了 b 矩阵空间分布(BSDDTI)技术在纠正此类误差方面的潜力。模拟结果表明,如果不进行校正,扩散梯度的不均匀性会导致纤维方向的错误指示。平均和最大偏差分别约为 1°和 15°。值得注意的是,纤维真实方向和测量方向之间的偏差具有方向性,这在 MRI 测量中得到了证实。通过在 DTI 测量前进行 BSD-DTI 校准,可以有效地校正偏差误差。

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