3D打印放射性无壁PET幻影改善了基于阈值的目标描绘和量化。

IF 3 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Adrian Jun Zounek, Nico Maximilian Joerg, Felix Lindheimer, Artem Zatcepin, Giovanna Palumbo, Rosel Oos, Astrid Delker, Franz Josef Gildehaus, Andreas Bollenbacher, Guido Boening, Peter Bartenstein, Matthias Brendel, Nathalie Lisa Albert, Sibylle Ziegler, Lena Kaiser
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引用次数: 0

摘要

背景:基于阈值的PET分割和PET量化的验证通常是用可填充的幻影进行的。理论上的考虑表明,幻腔的非活性壁引入了体积再现阈值(VRT)的对比度依赖性,可能导致分割错误,从而导致靶体积的错误计算。本研究的目的是通过实验证明VRT在使用无墙幻影时的对比度独立性。结果:采用立体光刻(SLA) 3D打印机,按照NEMA规格(D = 10/13/17/22/28/37 mm)生产放射性球体。相比之下,空心球体填充了相似的活性浓度。使用西门子mCT 20和Biograph 64 TruePoint PET/CT系统,以五种不同的信背景比(SBR = 2/4/6/8/10)获取两种球体类型的图像数据。将无壁球和可填充球的结果进行比较,评估基于VRT和强度曲线的对比度依赖性和分割精度。无壁幻影显示出一致的VRT值,所有sbr的变异系数为2%,表明与对比度无关。相反,可填充的幻影表现出显著的VRT可变性,在所有sbr中变异系数(CV)为9%,在低对比度下体积高估高达40%。此外,利用基于pet的统计分析和放射自显影技术评估打印球体中的活性分布。PET在打印材料中的强度分布高度均匀(CV = 4.2%), Kullback-Leibler散度接近于零,与可填充球体的差异无统计学意义。放射自显影显示显微区域计数升高,CV为11.7%,高斯滤波后有效降至2.4%。结论:低对比度图像中无活性壁的显著影响和无壁幻影中不依赖于对比度的VRT的理论预测已被成功证实。SLA 3D打印模型是一种很有前途的方法,可以可靠地评估PET量化方法,特别是在临床环境中经常遇到的低对比度情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D printing of radioactive wall-less PET phantoms improves threshold-based target delineation and quantification.

Background: Validation of threshold-based PET segmentation and PET quantification is typically performed with fillable phantoms. Theoretical considerations show that the inactive walls of the phantom cavities introduce a contrast dependence of the volume-reproducing threshold (VRT), potentially leading to segmentation errors and therefore miscalculations of target volumes. The goal of this study was to experimentally show the contrast independence of the VRT when using wall-less phantoms.

Results: Radioactive spheres were produced according to NEMA specifications (D = 10/13/17/22/28/37 mm) using a stereolithographic (SLA) 3D printer. For comparison, hollow spheres were filled with a similar activity concentration. Image data from both sphere types were acquired with five different signal-to-background ratios (SBR = 2/4/6/8/10) using a Siemens mCT 20 and a Biograph 64 TruePoint PET/CT system. Results from wall-less and fillable spheres were compared to evaluate contrast dependence and segmentation accuracy based on VRT and intensity profiles. Wall-less phantoms demonstrated consistent VRT values, with a coefficient of variation of 2% over all SBRs, indicating independence from contrast. Conversely, fillable phantoms exhibited significant VRT variability, with a coefficient of variation (CV) of 9% over all SBRs and up to 40% volume overestimation at low contrast. Additionally, activity distribution in the printed spheres was evaluated using PET-based statistical analysis and autoradiography. The PET intensity distribution in the printed material was highly uniform (CV = 4.2%), with a Kullback-Leibler divergence near zero and no statistically significant difference to the fillable spheres. Autoradiography revealed microscopic regions with elevated counts, showing a CV of 11.7%, which was effectively reduced to 2.4% after Gaussian filtering.

Conclusions: The theoretical predictions of a significant influence of inactive walls in low-contrast images and contrast-independent VRT in wall-less phantoms were successfully confirmed. SLA 3D printing of phantoms is a promising method for the reliable evaluation of PET quantification methods, particularly in low-contrast scenarios commonly encountered in clinical settings.

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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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