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类风湿关节炎患者掌指关节高分辨率外周定量 CT 数据集的骨侵蚀分割与定量。

Segmentation and quantification of bone erosions in high-resolution peripheral quantitative computed tomography datasets of the metacarpophalangeal joints of patients with rheumatoid arthritis.

机构信息

Institute of Medical Physics, University of Erlangen-Nuremberg, Henkestr. 91, 91052 Erlangen, Germany.

出版信息

Rheumatology (Oxford). 2014 Jan;53(1):65-71. doi: 10.1093/rheumatology/ket259. Epub 2013 Jul 27.

Abstract

OBJECTIVE

To develop a precise three-dimensional (3D) segmentation technique for bone erosions in high-resolution peripheral quantitative CT (HR-pQCT) datasets to measure their volume, surface area and shape parameters. Assessment of bone erosions in patients with RA is important for diagnosis and evaluation of treatment efficacy. HR-pQCT allows quantifying periarticular bone loss in arthritis.

METHODS

HR-pQCT scans with a spatial resolution of about 120 µm of the second to fourth metacarpophalangeal joints were acquired in patients with RA. Erosions were identified by placing a seed point in each of them. After applying 3D segmentation, the volume, surface area and sphericity of erosions were calculated. Results were compared with an approximation method using manual measurements. Intra- and interoperator precision analysis was performed for both the 3D segmentation and the manual technique.

RESULTS

Forty-three erosions were assessed in 18 datasets. Intra- and interoperator precisions (RMSCV/RMSSD) for erosion volume were 5.66%/0.49 mm(3) and 7.76%/0.76 mm(3), respectively. The correlation between manual measurements and their simulation using segmentation volumes was r = 0.87. Precision errors for the manual method were 15.39% and 0.36 mm(3), respectively.

CONCLUSION

We developed a new precise 3D segmentation technique for quantification of bone erosions in HR-pQCT datasets that correlates to the volume, shape and surface area of the erosion. The technique allows fast and effective measurement of the erosion size and could therefore be helpful for rapid and quantitative assessment of erosion size.

摘要

目的

开发一种精确的三维(3D)分割技术,用于高分辨率外周定量 CT(HR-pQCT)数据集的骨侵蚀,以测量其体积、表面积和形状参数。评估 RA 患者的骨侵蚀对于诊断和评估治疗效果非常重要。HR-pQCT 允许定量关节炎的关节周围骨丢失。

方法

对 RA 患者的第二至第四掌指关节进行空间分辨率约为 120 µm 的 HR-pQCT 扫描。在每个骨侵蚀处放置一个种子点来识别侵蚀。应用 3D 分割后,计算侵蚀的体积、表面积和球形度。结果与手动测量的近似方法进行比较。对 3D 分割和手动技术进行了内和操作者间精度分析。

结果

在 18 个数据集评估了 43 个侵蚀。侵蚀体积的内和操作者间精度(RMSCV/RMSSD)分别为 5.66%/0.49 mm(3)和 7.76%/0.76 mm(3)。手动测量与使用分割体积模拟的相关性为 r = 0.87。手动方法的精度误差分别为 15.39%和 0.36 mm(3)。

结论

我们开发了一种新的精确 3D 分割技术,用于 HR-pQCT 数据集中骨侵蚀的定量,该技术与侵蚀的体积、形状和表面积相关。该技术允许快速有效地测量侵蚀大小,因此可能有助于快速定量评估侵蚀大小。

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