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通过三维膝关节骨建模评估负重锥形束CT与多排探测器CT的等效性

Equivalence assessment of weight bearing cone beam CT and multidetector CT through 3D Knee bone modelling.

作者信息

Li Xiaoxu, Ivie Conrad, Overschelde Philippe Van, Hussain Sultana Monira, Tran Khue, Singh Stuti, Peng Yu

机构信息

Monash University, Clayton, 3800, Australia.

Curvebeam AI, Melbourne, 3000, Australia.

出版信息

Sci Rep. 2025 Jul 1;15(1):20974. doi: 10.1038/s41598-025-06626-1.

Abstract

Weight-bearing cone beam computed tomography (WB-CBCT, or simply WBCT), which captures high-resolution 3D images in a natural standing position, has gained increasing interest in recent years. This study examines the potential of WBCT as an alternative to multidetector computed tomography (MDCT) for 3D bone modelling. We generated 3D knee joint models from manually annotated WBCT and MDCT scans, performed rigid registration of these models, and assessed their similarity by evaluating the mean difference, standard deviation, and confidence intervals of the aligned models. The mean differences were computed as the average surface distances between corresponding WBCT and MDCT 3D bone models after rigid registration, providing a quantitative measure of their geometric similarity. Validation was conducted using both patient and cadaver scans to assess WBCT's clinical applicability under realistic conditions and its technical reliability with controlled samples. Our findings reveal an average absolute difference of less than 0.35 mm for patient scans and 0.30 mm for cadaveric scans between WBCT and MDCT. The patella demonstrated the smallest mean difference (-0.20 mm to 0.10 mm) and standard deviation (0.28 mm to 0.55 mm) across all scans. These results confirm the comparability of WBCT to MDCT for 3D bone modelling, highlighting WBCT's capacity to deliver appropriate image quality for the clinical assessment of bone joints.

摘要

负重锥形束计算机断层扫描(WB-CBCT,或简称为WBCT)能够在自然站立姿势下获取高分辨率的三维图像,近年来受到了越来越多的关注。本研究探讨了WBCT作为多排螺旋计算机断层扫描(MDCT)的替代方法用于三维骨建模的潜力。我们从手动标注的WBCT和MDCT扫描中生成三维膝关节模型,对这些模型进行刚性配准,并通过评估配准后模型的平均差异、标准差和置信区间来评估它们的相似性。平均差异计算为刚性配准后相应的WBCT和MDCT三维骨模型之间的平均表面距离,提供了它们几何相似性的定量度量。使用患者和尸体扫描进行验证,以评估WBCT在实际条件下的临床适用性及其在对照样本中的技术可靠性。我们的研究结果显示,患者扫描中WBCT和MDCT之间的平均绝对差异小于0.35毫米,尸体扫描中小于0.30毫米。在所有扫描中,髌骨的平均差异最小(-0.20毫米至0.10毫米),标准差最小(0.28毫米至0.55毫米)。这些结果证实了WBCT与MDCT在三维骨建模方面的可比性,突出了WBCT为骨关节临床评估提供适当图像质量的能力。

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