Comparative analysis of setup margin calculation in cone beam CT, by van Herk formula, using two different image registration methods

IF 0.3 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Journal of Radiotherapy in Practice Pub Date : 2023-03-20 DOI:10.1017/S1460396923000122
S. Roy, B. Sarkar, Anirudh Pradhan
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Abstract

ABSTRACT Introduction: This study aimed to quantify the difference in setup margin in cone beam computed tomography (CBCT) setup imaging, utilising the van Herk formula for two different image registration methods. Two alternative techniques of registration, bony landmark (BL) matching and soft tissue matching (ST) for head and neck cancer patients, were investigated. Methods: This study included 30 head and neck cancer patients who received a simultaneous integrated boost of 54–60–66 Gy in 30 fractions, using volumetric modulated arc treatment. A total of 867 CBCT images were acquired during patient setup and further analysed for setup margin calculation. A region of interest was described using a clip box between the reference and CBCT image to calculate the patient’s positional inaccuracy in three translational directions, X, Y and Z, where X was mediolateral, Y was the cranial-caudal, and Z was the anterior-posterior direction in the patient-based coordinate system, respectively. The shifts were captured by altering the BL and ST matching, and the setup margin was calculated using the van Herk formula (=2·5Σ + 0·7σ where Σ was the systematic and σ was the random error). Results: The difference between bony and ST matching in most cases was observed to be 1·4 mm in all translational directions at a 95% confidence interval and <1° in all rotational directions. The rotational error was found to be below the action level (±3°); hence, no corrections related to rotational error were made. The translational setup margin for bone and ST-based registration was X (BL) = 4·6 mm, X (ST) = 4·4 mm, Y (BL) = 6·3 mm, Y (ST) = 4·7 mm, Z (BL) = 3·0 mm, Z (ST) = 3·6mm. Conclusion: Two distinct registration approaches for head-neck patient setup did not yield any significant difference in the setup margin calculation. A suitable approach for CBCT and reference CT registration technique was required for the setup margin calculation. Confusion in selecting the correct image registration procedure can result in incorrect treatment execution. The compatibility of the two registration approaches was established in this study. Image fusion was neutralised before the second match (ST) to avoid hysteresis. For setup verification using CBCT for the head and neck region, both bone and ST registration were compatible for setup verification.
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对比分析了两种不同配准方法下锥束CT中基于van Herk公式的设置余量计算
摘要简介:本研究旨在利用两种不同图像配准方法的van Herk公式,量化锥形束计算机断层扫描(CBCT)设置成像中设置边界的差异。研究了头颈部肿瘤患者的骨标记(BL)匹配和软组织匹配(ST)两种可选的配准技术。方法:本研究包括30例头颈癌患者,他们同时接受了54-60-66 Gy的30次综合增强,采用体积调制电弧治疗。在患者设置期间共获得867张CBCT图像,并进一步分析设置裕度计算。在参考图像和CBCT图像之间使用夹盒描述感兴趣区域,以计算患者在三个平移方向(X, Y和Z)上的位置不准确性,其中X为中外侧,Y为颅尾,Z为以患者为基础的坐标系中的前后方向。通过改变BL和ST匹配来捕获位移,并使用van Herk公式计算设置余量(=2·5Σ + 0.7 Σ,其中Σ为系统误差,Σ为随机误差)。结果:在大多数情况下,骨与ST匹配在所有平移方向上的差异在95%置信区间内为1.4 mm,在所有旋转方向上的差异<1°。发现转动误差低于动作水平(±3°);因此,没有对旋转误差进行修正。骨与ST基配准的平移设置余量为X (BL) = 4.6 mm, X (ST) = 4.4 mm, Y (BL) = 6.3 mm, Y (ST) = 4.7 mm, Z (BL) = 3.0 mm, Z (ST) = 3.6 mm。结论:头颈部患者设置的两种不同注册方法在设置裕度计算上没有显著差异。建立余量计算需要一种适合于CBCT和参考CT配准技术的方法。在选择正确的图像配准程序时的混淆可能导致错误的处理执行。本研究确定了两种配准方法的相容性。在第二次匹配(ST)之前对图像融合进行了中和,以避免迟滞。对于使用CBCT对头部和颈部区域进行设置验证,骨和ST注册都兼容于设置验证。
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来源期刊
Journal of Radiotherapy in Practice
Journal of Radiotherapy in Practice RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
0.80
自引率
0.00%
发文量
36
期刊介绍: Journal of Radiotherapy in Practice is a peer-reviewed journal covering all of the current modalities specific to clinical oncology and radiotherapy. The journal aims to publish research from a wide range of styles and encourage debate and the exchange of information and opinion from within the field of radiotherapy practice and clinical oncology. The journal also aims to encourage technical evaluations and case studies as well as equipment reviews that will be of interest to an international radiotherapy audience.
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