Quality of Thorax CT Scan Images among Covid-19 Cases using Variations of Filter

Elok Nur Afiifah, Shinta Gunawati, Guntur Winarno, Muhammad Irsal, Fahrizal, Rizal Akbar
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Abstract

A typical image of the Thorax CT Scan as a sign of the early stages and development of Covid-19 is the finding of Ground Glass Opacities (GGO). GGO is an insignificant increase in the density of the lungs without occlusion of blood vessels and bronchi. In mild cases, GGO tends to be difficult to identify and requires high-resolution CT scanning. In this study, we intend to improve the resolution of the Thorax CT Scan image through filter settings, to analyze the difference in the variations of filters B50s, B70s, and B90s towards the quality of the CT Scan image and obtain the optimal use of filter in the Thorax CT Scan examination among Covid-19 cases. This was a quantitative analytical study conducted at one of the Regional General Hospital in Jakarta on March-April 2022. The samples were secondary data derived from 10 patients by using MSCT Siemens Somatom Perspective 128 slices. Data were collected through observation and experiment. The images collected were further analyzed using Image j software to find values of Signal to Noise Ratio (SNR) and Contrast to Noise Ratio (CNR). Furthermore, the values were compared by assessing the anatomical image information through various filters. The results of this study indicated that there were differences in the SNR and CNR values of the three filters. The higher resolution of the filter used, the more capable it was to sharper and more detailed the image but the noise level was also higher. Thorax CT Scan examination should be carried out using the B70s very sharp filter that was able to produce images with the optimal information and fairly low noise level. A very thin GGO image in the early stage of the manifestation of Covid-19 could be identified in the Thorax CT Scan examinations for diagnosis of Covid-19 case.
不同滤波器对Covid-19患者胸部CT扫描图像质量的影响
作为新冠肺炎早期阶段和发展的标志,胸部CT扫描的典型图像是发现毛玻璃不透明(GGO)。GGO是在没有血管和支气管堵塞的情况下肺部密度的显著增加。在轻度病例中,GGO往往难以识别,需要高分辨率CT扫描。在本研究中,我们打算通过滤波器设置来提高胸部CT扫描图像的分辨率,以分析滤波器B50、B70和B90对CT扫描图像质量的变化差异,并在新冠肺炎病例的胸部CT扫描检查中获得滤波器的最佳使用。这是2022年3月至4月在雅加达一家地区综合医院进行的定量分析研究。样本是通过使用MSCT Siemens Somatom Perspective 128切片从10名患者获得的二次数据。通过观察和实验收集数据。使用Imagej软件对收集的图像进行进一步分析,以找到信噪比(SNR)和对比度噪声比(CNR)的值。此外,通过各种滤波器评估解剖图像信息来比较这些值。研究结果表明,三种滤波器的信噪比和CNR值存在差异。使用的滤波器分辨率越高,就越能使图像更清晰、更详细,但噪声水平也更高。胸部CT扫描检查应使用B70s非常清晰的滤波器进行,该滤波器能够产生具有最佳信息和相当低的噪声水平的图像。在诊断新冠肺炎病例的Thorax CT扫描检查中,可以识别出新冠肺炎早期表现的非常薄的GGO图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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