平面x射线成像三维图像质量测试模体

IF 1.5 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES South African Journal of Science Pub Date : 2023-08-08 DOI:10.17159/sajs.2023/14269
John B. Noonoo, F. Hasford, E. Sosu
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引用次数: 0

摘要

我们的目标是生产一种简单、廉价的3D打印体模,作为平面X射线成像系统中对比度、对比噪声比(CNR)、信噪比(SNR)和分辨率的图像质量评估原型。使用SOLIDWORKS软件设计测试体模,用聚乳酸材料打印并填充石蜡。圆形铝板被用作对比度评估的插入物。平面X射线系统用于成像,DICOM图像使用ImageJ软件进行评估。我们评估了空间分辨率、对比度、CNR和SNR。对于分辨率,在不同的网格尺寸上测量半峰全宽(FWHM)。为了对比,计算了不同网格尺寸的灰度值强度和标准偏差。对于CNR和SNR,计算了所研究组织和背景的灰度级与背景中噪声的每个标准偏差的差异。该系统在网格A和网格B上的分辨率分别为1.57和1.80lp/mm。对比度显示了厚度变化的差异衰减。CNR从0.00 mm厚度的−13.7增加到28 mm厚度的24.90。厚度大于16.0 mm时CNR没有变化。系统的SNR下降在≥5的可接受范围内。分析结果表明,该测试体模具有很大的潜力,可以很好地替代市场上的商用体模,尤其是在低资源环境下。
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Three-dimensional image quality test phantom for planar X-ray imaging
We aimed to produce a simple, inexpensive 3D printed phantom as a prototype for image quality assessment of contrast, contrast-to-noise ratio (CNR), signal-to-noise ratio (SNR) and resolution in planar X-ray imaging systems. The test phantom was designed using SOLIDWORKS software, printed with a polylactic acid material and filled with paraffin wax. Circular aluminium sheets were used as inserts for contrast evaluation. A planar X-ray system was used for imaging and DICOM images were evaluated using ImageJ software. We evaluated spatial resolution, contrast, CNR and SNR. For resolution, full width at half maximum (FWHM) was measured on different grid sizes. For contrast, intensity of grey values and standard deviation were calculated on the different grid sizes. For CNR and SNR, difference in greyscale of investigated tissue and background per standard deviation of noise in the background was calculated. Resolution of the system was evaluated to be 1.57 and 1.80 lp/mm on grids A and B respectively. Contrast showed differential attenuation per variation in thickness. CNR increased from −13.7 for a thickness of 0.00 mm to 24.90 for a thickness of 28 mm. CNR did not change for a thickness greater than 16.0 mm. The SNR of the system fell in the acceptable range of ≥ 5 . The results from the analyses performed indicate that the test phantom has great potential to be a good substitute for the commercially available phantoms on the market, especially for low-resource settings.
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来源期刊
South African Journal of Science
South African Journal of Science 综合性期刊-综合性期刊
CiteScore
3.20
自引率
4.20%
发文量
131
审稿时长
1 months
期刊介绍: The South African Journal of Science is a multidisciplinary journal published bimonthly by the Academy of Science of South Africa. Our mandate is to publish original research with an interdisciplinary or regional focus, which will interest readers from more than one discipline, and to provide a forum for discussion of news and developments in research and higher education. Authors are requested to write their papers and reports in a manner and style that is intelligible to specialists and non-specialists alike. Research contributions, which are peer reviewed, are of three kinds: Review Articles, Research Articles and Research Letters.
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