Laboratory for Structural NMR Imaging, Department of Radiology, University of Pennsylvania Medical Center, Philadelphia, 19104, USA.
Acad Radiol. 2011 Oct;18(10):1205-16. doi: 10.1016/j.acra.2011.06.006. Epub 2011 Aug 4.
Subtle subject movement during high-resolution three-dimensional micro-magnetic resonance imaging of trabecular bone (TB) causes blurring, thereby rendering the data unreliable for quantitative analysis. In this work, the effects of translational and rotational motion displacements were evaluated qualitatively and quantitatively.
In experiment 1, motion was induced by applying various simulated and previously observed in vivo trajectories as phase shifts to k-space or rotation angles to k-space segments of a virtually motion-free data set. In experiment 2, images that were visually free of motion artifacts from two groups of 10 healthy individuals, differing in age, were selected to probe the effects of motion on TB parameters. In both experiments, images were rated for motion severity, and the scores were compared to a focus criterion, the normalized gradient squared.
Strong correlations were observed between the motion quality scores and the corresponding normalized gradient squared values (R(2) = 0.52-0.64, P < .01). The results from experiment 1 demonstrated consistently lower image quality and alterations in structural parameters of 9% to 45% with increased amplitude of displacements. In experiment 2, the significant differences in structural parameter group means of the motion-free images were lost upon motion degradation. Autofocusing, a postprocessing correction method, partially recovered the sharpness of the original motion-free images in 13 of 20 subjects.
Quantitative TB structural measures are highly sensitive to subtle motion-induced degradation, which adversely affects precision and statistical power. The results underscore the influence of subject movement in high-resolution three-dimensional micro-magnetic resonance imaging and its correction for TB structure analysis.
在高分辨率三维微磁共振成像(TB)中,细微的受试者运动导致图像模糊,从而使数据无法进行定量分析。本研究定性和定量评估了平移和旋转运动位移的影响。
在实验 1 中,通过将各种模拟的和之前观察到的体内轨迹作为相位偏移到 k 空间或旋转角度到 k 空间段来产生运动,以虚拟无运动数据集中的运动。在实验 2 中,选择了来自两组年龄不同的 10 位健康个体的无运动伪影的图像,以探究运动对 TB 参数的影响。在这两个实验中,图像的运动严重程度进行了评分,并将评分与焦点标准,即归一化梯度平方进行了比较。
运动质量评分与相应的归一化梯度平方值之间存在很强的相关性(R²=0.52-0.64,P<.01)。实验 1 的结果表明,随着位移幅度的增加,图像质量始终较低,结构参数的改变幅度为 9%-45%。在实验 2 中,运动退化后,无运动图像的结构参数组平均值的显著差异消失。自动对焦,一种后处理校正方法,在 20 个受试者中的 13 个中部分恢复了原始无运动图像的清晰度。
定量 TB 结构测量对细微的运动引起的退化非常敏感,这会降低精度和统计效力。这些结果强调了受试者在高分辨率三维微磁共振成像中的运动影响及其对 TB 结构分析的校正。