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Automated three-dimensional registration of high-resolution peripheral quantitative computed tomography data to quantify size and shape changes of arthritic bone erosions

机译:高分辨率外围定量计算机断层扫描数据的自动三维配准,以量化关节炎骨侵蚀的大小和形状变化

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Objective. To monitor size and shape changes of bone erosions and changes in BMD in the vicinity of the erosion and in the periarticular trabecular compartment of patients with RA using high- resolution peripheral quantitative CT ( HR- pQCT) imaging and to compare an automated three- dimensional ( 3D) image processing technique with manual measurements of erosion width and depth. Methods. The shape of 40 bone erosions and composition of bone around the erosions were analysed in the MCP joints of 22 RA patients both manually and by semi- automated 3D image processing at two different time points. Periosteal segmentation was performed using volume growing and morphological operations. Image registration was applied for transfer of baseline segmentations to follow- up datasets. Results. Eight erosions decreased in size, 6 increased and 28 remained stable. Increasing erosions were more spherical and smaller at baseline compared with decreasing or stable erosions. BMD in the vicinity of shrinking erosions increased, while it decreased next to expanding erosions. There was moderate agreement in the determination of erosion volume between semi- automated and manual measurements, but agreement was poor when assessing changes in volume over time. Conclusion. Longitudinal changes in erosion size and shape and of BMD in the vicinity of an erosion can be measured. BMD changes are associated with progression and regression of erosions. However, the semi- automated and manual approaches did not classify longitudinal changes of erosion volume in the same way. Further research is necessary to define the nature of these differences.
机译:目的。使用高分辨率外周定量CT(HR-pQCT)成像监测RA患者的骨侵蚀的大小和形状变化以及侵蚀附近和关节周围小梁腔内BMD的变化,并比较自动三维(3D)图像处理技术,可手动测量侵蚀宽度和深度。方法。在22个RA患者的MCP关节中,分别通过手动和半自动3D图像处理在两个不同的时间点分析了40处骨侵蚀的形状和侵蚀周围的骨成分。骨膜分割使用体积增长和形态学操作进行。图像配准用于将基线分割转移至后续数据集。结果。侵蚀减少了8次,增加了6次,稳定了28次。与减少或稳定的侵蚀相比,增加的侵蚀在基线处更球形,更小。侵蚀逐渐减少的附近的骨密度增加,而侵蚀扩大之后又降低。在半自动和手动测量之间确定侵蚀量时存在适度的一致性,但在评估随时间变化的体积时一致性较差。结论。可以测量侵蚀尺寸和形状以及侵蚀附近BMD的纵向变化。 BMD变化与侵蚀的进行和消退有关。但是,半自动和手动方法并未以相同的方式对侵蚀量的纵向变化进行分类。为了确定这些差异的性质,有必要做进一步的研究。

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