Urshella Hishaam, Jeyasingam Jeyasugiththan, Sameera Viswakula, D M Satharasinghe, T Amalaraj, M Costa, A M C Kumarihami, Aruna Pallewatte, Steve Peterson
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Scanner parameters were varied based on theoretical dose relationships, and a MATLAB script was developed to extract data from DICOM images. R statistical software was employed for data analysis, plotting, and regression modelling.<i>Main Results.</i>Phantom data provided the following insights: Median tube current decreased by 81% as tube potential varied from 80 kVp to 140 kVp. Doubling the DoseRight Index (DRI) from 12 to 24, at 24 cm diameter, produced a 294% increase in mA and a 46% decrease in noise. Mean mA increased by 53% whilst mean noise increased by 5.7% as helical pitch increased from 0.6 to 0.925. Changing rotation time from 0.33s to 0.75s gave a 56% reduction in mean mA and no change in image noise. Increasing detector collimation (<i>n × T</i>) resulted in higher tube currents and lower output image noise values, as<i>n</i>and<i>T</i>were varied independently. Interpreting these results to apply transformations relevant to each independent variable produced models for tube current and noise with adjusted R-squared values of 0.965 and 0.912, respectively.<i>Significance.</i>The models developed more accurately predict radiation dose and image quality for specific patients and scanner settings. They provide imaging professionals with a practical tool to optimize scan protocols according to patient diameters and clinical objectives.</p>","PeriodicalId":8896,"journal":{"name":"Biomedical Physics & Engineering Express","volume":"10 6","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Evaluation of automatic tube current modulation in a CT scanner using a customised homogeneous phantom.\",\"authors\":\"Urshella Hishaam, Jeyasingam Jeyasugiththan, Sameera Viswakula, D M Satharasinghe, T Amalaraj, M Costa, A M C Kumarihami, Aruna Pallewatte, Steve Peterson\",\"doi\":\"10.1088/2057-1976/ad857a\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><i>Objective.</i>The introduction of automatic tube current modulation (ATCM) has resulted in complex relationships between scanner parameters, patient body habitus, radiation dose, and image quality. 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引用次数: 0
摘要
目的:自动电子管电流调节(ATCM)的引入导致扫描仪参数、患者体型、辐射剂量和图像质量之间的关系变得复杂。ATCM 会根据扫描区域的 X 射线衰减变化调整管电流,而患者的总体剂量则取决于多种因素。这项工作旨在建立数学模型,根据衰减直径和所有相关的扫描仪参数预测 CT 辐射剂量和图像噪声。根据理论剂量关系改变扫描仪参数,并开发 MATLAB 脚本从 DICOM 图像中提取数据。采用 R 统计软件进行数据分析、绘图和回归建模:当电子管电位从 80 kVp 变化到 140 kVp 时,电子管电流中值下降了 81%。直径为 24 厘米时,剂量正确指数(DRI)从 12 倍增加到 24 倍,电流增加了 294%,噪声减少了 46%。当螺旋间距从 0.6 增加到 0.925 时,平均毫安增加了 53%,而平均噪音增加了 5.7%。将旋转时间从 0.33 秒改为 0.75 秒后,平均毫安降低了 56%,图像噪声没有变化。增加探测器准直度(n × T)会导致更高的电子管电流和更低的输出图像噪声值,而 n 和 T 是独立变化的。通过对这些结果进行解释,应用与每个自变量相关的变换,得出的管电流和噪声模型的调整 R 方值分别为 0.965 和 0.912。这些模型为成像专业人员提供了一种实用工具,可根据患者直径和临床目标优化扫描方案。
Evaluation of automatic tube current modulation in a CT scanner using a customised homogeneous phantom.
Objective.The introduction of automatic tube current modulation (ATCM) has resulted in complex relationships between scanner parameters, patient body habitus, radiation dose, and image quality. ATCM adjusts tube current based on x-ray attenuation variations in the scan region, and overall patient dose depends on a combination of factors. This work aims to develop mathematical models that predict CT radiation dose and image noise in terms of attenuating diameter and all relevant scanner parameters.Approach.A homogenous phantom, equipped with the features to conduct discrete and continuous adaption tests, was developed to model ATCM in a Philips CT scanner. Scanner parameters were varied based on theoretical dose relationships, and a MATLAB script was developed to extract data from DICOM images. R statistical software was employed for data analysis, plotting, and regression modelling.Main Results.Phantom data provided the following insights: Median tube current decreased by 81% as tube potential varied from 80 kVp to 140 kVp. Doubling the DoseRight Index (DRI) from 12 to 24, at 24 cm diameter, produced a 294% increase in mA and a 46% decrease in noise. Mean mA increased by 53% whilst mean noise increased by 5.7% as helical pitch increased from 0.6 to 0.925. Changing rotation time from 0.33s to 0.75s gave a 56% reduction in mean mA and no change in image noise. Increasing detector collimation (n × T) resulted in higher tube currents and lower output image noise values, asnandTwere varied independently. Interpreting these results to apply transformations relevant to each independent variable produced models for tube current and noise with adjusted R-squared values of 0.965 and 0.912, respectively.Significance.The models developed more accurately predict radiation dose and image quality for specific patients and scanner settings. They provide imaging professionals with a practical tool to optimize scan protocols according to patient diameters and clinical objectives.
期刊介绍:
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