Fortius Clinic, London, UK.
Department of Mechanical Engineering, Imperial College London, London, UK.
J Orthop Res. 2021 Sep;39(9):1870-1876. doi: 10.1002/jor.24923. Epub 2020 Dec 3.
Advancements in imaging and segmentation techniques mean that three dimensional (3D) modeling of bones is now increasingly used for preoperative planning and registration purposes. Computer tomography (CT) scans are commonly used due to their high bone-soft tissue contrast, however they expose subjects to radiation. Alternatively, magnetic resonance imaging (MRI) is radiation-free: however, geometric field distortion and poor bone contrast have been reported to degrade bone model validity compared to CT. The present study assessed the accuracy of 3D femur and tibia models created from "Black Bone" 3T MRI and high resolution CT scans taken from 12 intact cadaveric lower limbs by comparing them with scans of the de-fleshed and cleaned bones carried out using a high-resolution portable compact desktop 3D scanner (Model HDI COMPACT C210; Polyga). This scanner used structured light (SL) to capture 3D scans with an accuracy of up to 35 μm. Image segmentation created 3D models and for each bone the corresponding CT and MRI models were aligned with the SL model using the iterative closest point (ICP) algorithm and the differences between models calculated. Hausdorff distance was also determined. Compared to SL scans, the CT models had an ICP error of 0.82 ± 0.2 and 0.85 ± 0.2 mm for the tibia and femur respectively, whilst the MRI models had an error of 0.97 ± 0.2 and 0.98 ± 0.18 mm. A one-way analysis of variance found no significant difference in the Hausdorff distances or ICP values between the three scanning methods (p > .05). The black bone MRI method can provide accurate geometric measures of the femur and tibia that are comparable to those achieved with CT. Given the lack of ionizing radiation this has significant benefits for clinical populations and also potential for application in research settings.
成像和分割技术的进步意味着,三维(3D)骨骼建模现在越来越多地用于术前规划和配准目的。由于具有较高的骨-软组织对比度,计算机断层扫描(CT)扫描通常被用于该目的,但是它们会使受试者暴露于辐射之下。相反,磁共振成像(MRI)是无辐射的:然而,据报道,与 CT 相比,几何场变形和较差的骨对比度会降低骨骼模型的有效性。本研究通过比较使用高分辨率便携式紧凑型桌面 3D 扫描仪(Model HDI COMPACT C210;Polyga)对去肉和清洁骨骼进行的扫描与从 12 个完整的尸体下肢获取的“黑骨”3T MRI 和高分辨率 CT 扫描创建的 3D 股骨和胫骨模型,评估了 3D 股骨和胫骨模型的准确性。该扫描仪使用结构光(SL)以高达 35μm 的精度捕获 3D 扫描。图像分割创建了 3D 模型,对于每个骨骼,使用迭代最近点(ICP)算法将相应的 CT 和 MRI 模型与 SL 模型对齐,并计算模型之间的差异。还确定了 Hausdorff 距离。与 SL 扫描相比,CT 模型的胫骨和股骨的 ICP 误差分别为 0.82±0.2 和 0.85±0.2mm,而 MRI 模型的误差分别为 0.97±0.2 和 0.98±0.18mm。单向方差分析发现三种扫描方法的 Hausdorff 距离或 ICP 值之间没有显着差异(p>.05)。黑骨 MRI 方法可以提供与 CT 相当的股骨和胫骨的准确几何测量值。鉴于缺乏电离辐射,这对临床人群具有重要意义,并且也有可能在研究环境中应用。