Optimising total knee replacement imaging: a novel 3D printed PET/CT anthropomorphic phantom for metal artefact simulation.

IF 3 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Rajeh Assiri, Karen Knapp, Jon Fulford, Junning Chen
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引用次数: 0

Abstract

Purpose: Arthroplasty phantoms, including total knee replacement (TKR) phantoms, have been frequently used to test metal artefact reduction methods applied to positron emission tomography/computed tomography (PET/CT) images. These phantoms generally simulate either simple anatomical features or simple activity distribution around the metal inserts in the PET/CT scans. 3D printing has been used recently to fabricate fillable anthropomorphic phantoms that accurately simulate volume and geometry. This study aims to describe the process of image segmentation, phantom modelling, 3D printing and validation of a population-based fillable TKR phantom that simulates human TKR PET/CT metal artefacts.

Methods: 10 participants (5 male and 5 female) were scanned using 3T MRI and the images were segmented to create average male and average female 3D knee models, inversely with void cortical and porous trabecular compartments for 3D printing and contrast media. Virtual total knee replacement (TKR) surgery was implemented on these models to prepare the insertion locations for knee prosthetic implants. Subsequently, TKR models were printed using a 3D photopolymer resin printer and then injected with normal saline to test the phantoms for any leaks. Subsequently, diluted iodinated contrast media was injected into the cortical compartment and saline with 18F-FDG was injected into the trabecular compartment and the phantom was scanned with PET/CT. The images were then evaluated and compared to the human knee radiographic features reported in the literature.

Results: Phantoms were shown to be fluid-tight with distinct compartments. They showed comparable volume and geometry to the segmented human MRI knees. The phantoms demonstrated similar values for x-ray attenuation and Hounsfield units (HU) to the literature for both cortical and trabecular compartments. The phantoms displayed a uniform distribution for the radioactive tracer, resembling that seen in human trabecular bone PET. TKR phantom PET/CT images with metal inserts replicated the clinical metal artefacts seen clinically in the periprosthetic area.

Conclusion: This novel, 3D-printed, and customisable phantom effectively mimics the geometric, radiographic and radiotracer distribution features of real TKRs. Importantly, it simulates TKR image metal artefacts, making it suitable for repeatable and comprehensive evaluation of various metal artefact reduction methods in future research.

优化全膝关节置换成像:用于金属伪影模拟的新型 3D 打印 PET/CT 拟人模型。
目的:关节成形术模型,包括全膝关节置换术(TKR)模型,经常用于测试正电子发射断层扫描/计算机断层扫描(PET/CT)图像的金属伪影减少方法。这些模型通常模拟 PET/CT 扫描中的简单解剖特征或金属插入物周围的简单活动分布。最近,3D 打印技术被用于制造可填充的拟人化模型,以精确模拟体积和几何形状。本研究旨在描述图像分割、模型建模、三维打印和验证基于人群的可填充 TKR 模型的过程,该模型可模拟人体 TKR PET/CT 金属假象。方法:使用 3T 磁共振成像扫描 10 名参与者(5 男 5 女),并对图像进行分割,以创建平均男性和平均女性的三维膝关节模型,反向设置空隙皮质和多孔小梁区,用于三维打印和造影剂。在这些模型上实施虚拟全膝关节置换(TKR)手术,以准备膝关节假体植入的插入位置。随后,使用三维光聚合物树脂打印机打印出 TKR 模型,然后注入生理盐水,测试模型是否有渗漏。随后,在皮质区注入稀释的碘化造影剂,在骨小梁区注入含有 18F-FDG 的生理盐水,并用 PET/CT 扫描模型。然后对图像进行评估,并与文献报道的人体膝关节放射学特征进行比较:结果:研究表明,模型是流体密闭的,具有明显的分区。它们显示的体积和几何形状与分段人体核磁共振成像膝关节相似。模型的皮质和小梁部分的 X 射线衰减值和 Hounsfield 单位(HU)与文献报道的相似。模型显示放射性示踪剂分布均匀,与人体骨小梁 PET 中的情况相似。带有金属插入物的 TKR 模型 PET/CT 图像复制了临床上在假体周围区域看到的金属伪影:结论:这种新型、三维打印、可定制的模型能有效模拟真实 TKR 的几何、放射成像和放射性示踪剂分布特征。重要的是,它模拟了 TKR 图像的金属伪影,因此适合在未来的研究中对各种减少金属伪影的方法进行可重复的综合评估。
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来源期刊
EJNMMI Physics
EJNMMI Physics Physics and Astronomy-Radiation
CiteScore
6.70
自引率
10.00%
发文量
78
审稿时长
13 weeks
期刊介绍: EJNMMI Physics is an international platform for scientists, users and adopters of nuclear medicine with a particular interest in physics matters. As a companion journal to the European Journal of Nuclear Medicine and Molecular Imaging, this journal has a multi-disciplinary approach and welcomes original materials and studies with a focus on applied physics and mathematics as well as imaging systems engineering and prototyping in nuclear medicine. This includes physics-driven approaches or algorithms supported by physics that foster early clinical adoption of nuclear medicine imaging and therapy.
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