Assessment and improvement of the quality of radiotherapy treatment planning CT images using a clinically validated phantom based method and a multicentre intercomparison

IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Physica Medica-European Journal of Medical Physics Pub Date : 2025-03-01 Epub Date: 2025-02-14 DOI:10.1016/j.ejmp.2025.104912
Anne T. Davis , Andrew Bird , Lorraine Cowley , Oliver Donnelly , Mostafa ELHaddad , Cheryl Evans , Tracey Kearton , Rachel Morrison , David Nash , Joshua Naylor , Joel Palmer , Katherine Potterton , Anand M. Ravindran , Daniel Sandys , Athina Sdrolia , Antonio de Stefano , Maja Uherek , Zoe Walker , Antony L. Palmer , Andrew Nisbet
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Abstract

Purpose

To develop a phantom method of image quality assessment for radiotherapy planning CT protocols (head and neck (H&N) and prostate) and validate results against clinical image quality. Test with data from different scanners and suggest protocol adjustments.

Methods

Macros measured patient water-equivalent diameter and noise from clinical CT images. Target transfer function (TTF), contrast, noise-power spectrum (NPS), detectability index and the edge visibility of a low contrast target were measured using Catphan 604 and bespoke phantoms. Ten centres scanned the phantoms with modified clinical protocols and collected data from patient images using the macros. Clinical experts, ranked the quality of images for contouring and correlated results against phantom metrics.

Results

Clinical image review showed a large range of results from different scanners for H&N scans and fewer differences for prostate. The phantom metrics best correlated with high clinical image scores were, for H&N: high TTF50 (r = 0.73, p = 0.003), contrast (r = 0.58, p = 0.003) and target edge visibility (r = 0.70, p = 0.004); for prostate: high TTF50 (r = 0.83, p = 0.002), low noise (r = 0.37, p = 0.26) and target edge visibility (r = 0.59, p = 0.05). Hence, optimal contrast, resolution and noise are important for good contouring image quality. Reconstruction kernel, field of view and noise, or X-ray tube current and rotation time, are possible parameters for adjustment.

Conclusions

This phantom method (using Catphan 604) was a good surrogate for clinical quality assessment of CT images for radiotherapy contouring. Results identified the poorest performing scanners, allowing recommendations for image quality improvement and confirming scan protocol optimisation is necessary in some centres.
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使用临床验证的基于幻像的方法和多中心相互比较评估和改进放疗治疗计划CT图像的质量
目的建立放疗规划CT方案(头颈部(H&;N)和前列腺)图像质量评估的虚影方法,并对照临床图像质量验证结果。测试来自不同扫描器的数据,并提出协议调整建议。方法smacros测量患者临床CT图像的水当量直径和噪声。利用Catphan 604和定制模型测量了低对比度目标的目标传递函数(TTF)、对比度、噪声功率谱(NPS)、可检测性指数和边缘可见性。10个中心使用修改后的临床程序扫描这些幻影,并使用宏从患者图像中收集数据。临床专家对轮廓图像的质量进行了排名,并将相关结果与幻影指标进行了对比。结果临床影像回顾显示不同扫描仪的H&;N扫描结果差异较大,前列腺扫描差异较小。与高临床影像评分相关性最好的幻像指标为:高TTF50 (r = 0.73, p = 0.003)、对比度(r = 0.58, p = 0.003)和目标边缘可见性(r = 0.70, p = 0.004);前列腺:TTF50高(r = 0.83, p = 0.002),噪声低(r = 0.37, p = 0.26),目标边缘可见性高(r = 0.59, p = 0.05)。因此,最佳的对比度,分辨率和噪声对于良好的轮廓图像质量是重要的。重构核、视场和噪声、x射线管电流和旋转时间是可能调整的参数。结论Catphan 604幻影法是一种评估放射治疗CT图像质量的好方法。结果确定了表现最差的扫描仪,允许对图像质量改进提出建议,并确认扫描协议优化在某些中心是必要的。
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来源期刊
CiteScore
6.80
自引率
14.70%
发文量
493
审稿时长
78 days
期刊介绍: Physica Medica, European Journal of Medical Physics, publishing with Elsevier from 2007, provides an international forum for research and reviews on the following main topics: Medical Imaging Radiation Therapy Radiation Protection Measuring Systems and Signal Processing Education and training in Medical Physics Professional issues in Medical Physics.
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