二维反散射网格在龙门式质子治疗锥形束计算机断层扫描系统中的实现研究

IF 3.4 Q2 ONCOLOGY
Uttam Pyakurel , Yawei Zhang , Ryan Sabounchi , Farhang Bayat , Sébastien Brousmiche , Curtis Bryant , Nancy Mendenhall , Perry Johnson , Cem Altunbas
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引用次数: 0

摘要

背景和目的在质子治疗锥束计算机断层扫描(CBCT)中使用二维抗散射网格(2D- asg)来缓解强光散射,可以改善靶的可视化和计算机断层扫描(CT)数字的保真度,允许在线剂量验证和计划调整。然而,2D-ASG的无网格伪影实现取决于CBCT系统的特性。因此,我们研究了在质子治疗机架式CBCT系统中实施2D-ASG的可行性,并评估了其对图像质量的影响。材料和方法为质子治疗CBCT系统开发了2D-ASG原型和网格支撑平台,源到成象器距离为340 cm。评估了龙门弯曲对2D-ASG壁影的影响以及2D-ASG壁影的扫描间再现性。通过实验评估了2D-ASG对墙影的抑制作用以及对图像质量的影响。结果在龙门旋转过程中,2D-ASG壁影的最大位移为103µm,在3个月内,横向和轴向距离基线的偏移分别为8µm和1µm。成功地抑制了CBCT图像中的2D-ASG阴影。使用2D-ASG,最大Hounsfield Unit (HU)不均匀性从134降低到45 HU,对比噪声比(CNR)提高了2.5倍,HU误差从34%降低到5%。结论质子治疗门体弯曲可重复性高,对CBCT图像的2D-ASG壁影抑制无明显影响,支持其在质子治疗CBCT系统中的可行性。2D-ASG提高CT精度和减少伪影可以增强基于cbct的质子治疗剂量计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigation of 2D anti-scatter grid implementation in a gantry-mounted cone beam computed tomography system for proton therapy

Background and purpose

Robust scatter mitigation by 2D anti-scatter grids (2D-ASG) in proton therapy cone beam computed tomography (CBCT) may improve target visualization and computed tomography (CT) number fidelity, allowing online dose verifications and plan adaptations. However, grid artifact-free implementation of 2D-ASG depends on the CBCT system characteristics. Thus, we investigated the feasibility of 2D-ASG implementation in a proton therapy gantry-mounted CBCT system and evaluated its impact on image quality.

Materials and methods

A prototype 2D-ASG and a grid support platform were developed for a proton therapy CBCT system with a 340 cm source to imager distance. The effect of gantry flex on 2D-ASG’s wall shadows and scan-to-scan reproducibility of 2D-ASG’s wall shadows were evaluated. Experiments were conducted to assess 2D-ASG’s wall shadow suppression and the effect of 2D-ASG on image quality.

Results

While maximum displacement in 2D-ASG wall shadows was 103 µm during gantry rotation, the drift from baseline over 3 months was 8 µm and 1 µm in the transverse and axial directions. 2D-ASG shadows were successfully suppressed in CBCT images. With 2D-ASG, maximum Hounsfield Unit (HU) nonuniformity decreased from 134 to 45 HU, contrast-to-noise ratio (CNR) increased by a factor of 2.5, and HU errors were reduced from 34 % to 5 %.

Conclusions

Proton therapy gantry flex was highly reproducible and did not noticeably affect 2D-ASG wall shadow suppression in CBCT images, supporting its feasibility in proton therapy CBCT system. Improved CT accuracy and artifact reduction with 2D-ASG could enhance CBCT-based proton therapy dose calculations.
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来源期刊
Physics and Imaging in Radiation Oncology
Physics and Imaging in Radiation Oncology Physics and Astronomy-Radiation
CiteScore
5.30
自引率
18.90%
发文量
93
审稿时长
6 weeks
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