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Structure delineation in the presence of metal – A comparative phantom study using single and dual-energy computed tomography with and without metal artefact reduction

机译:在金属存在下结构描绘 - 一种使用单能和双能计算断层扫描的对比模型研究,无需金属艺术品减少

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摘要

Background and purpose: Metal artefacts in computed tomography (CT) images impairs structure delineation. These artefacts can potentially be reduced with dual-energy CT (DECT) with or without using metal artefact reduction (MAR). The purpose was to investigate how structure delineation in DECT with or without MAR and single-energy CT (SECT) images were affected by metals. Materials and methods: A phantom with known irregular structures was developed. Reference structures were determined from a low-noise scan without metal. Bilateral hip prostheses were simulated with steel or titanium inserts. The phantom was scanned with SECT and fast-kV switching DECT with optional MAR. Four radiation oncologists delineated the structures in two phantom set-ups. Delineated structures were evaluated with Dice similarity coefficient (DSC) and Hausdorff distance relative to the reference structures. Results: With titanium inserts, more structures were detected for non-MAR DECT compared to SECT while the same or less were detected with steel inserts. MAR improved delineation in DECT images. For steel inserts, three structures in the region of artefacts, were delineated by at least two oncologists with MAR-DECT compared to none with non-MAR DECT or SECT. The highest values of DSC for MAR-DECT were 0.69, 0.81 and 0.77 for those structures. Conclusions: Delineation was improved with non-MAR DECT compared to SECT, especially for titanium inserts. A larger improvement was seen with the use of MAR for both steel and titanium inserts. The improvement was dependent on the location of the structure relative to the inserts, and the structure contrast relative to the background. Keywords: Radiotherapy, Treatment planning, Computed tomography, Delineation uncertainty, Dual-energy computed tomography, Metal artefact reduction
机译:背景和目的:计算机断层扫描(CT)图像中的金属艺术品危机结构描绘。这些人工制品可以用具有或不使用金属伪造减少(MAR)的双能CT(DECT)来降低。目的是调查与或没有MAS和单能CT(SECT)图像的DECT中的结构描绘如何受金属的影响。材料和方法:开发了具有已知不规则结构的幻影。从没有金属的低噪声扫描确定参考结构。用钢或钛插入模拟双侧髋关节假体。使用选购MAR的SECT和FAST-KV切换DECT扫描幻影。四个辐射肿瘤学家在两个幻影设置中描绘了结构。用骰子相似度系数(DSC)和相对于参考结构的呼吸距离评估描绘的结构。结果:钛插入件,与钢插入件检测相同或较少的侧面,检测更多的结构。 MAR改善DECT图像中的描绘。对于钢结构,伪距区域中的三个结构由至少两个具有MAR-DECT的诱导员划清,与非MAR DECT或SECT无关。对于这些结构,MAR-DECT的最高值为0.69,0.81和0.77。结论:与钛插入术相比,非MAR DECT改善了划分。使用MAS对于钢和钛插入件的使用,可以看到更大的改进。改善依赖于结构相对于插入件的位置,以及相对于背景的结构对比。关键词:放射治疗,治疗规划,计算机断层扫描,描绘不确定性,双能计算断层扫描,金属艺术品减少

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