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基于二进制移动阻挡器的锥束计算机断层扫描中宽度截断投影的散射校正:概念验证

Binary moving-blocker-based scatter correction in cone-beam computed tomography with width-truncated projections: proof of concept.

作者信息

Lee Ho, Fahimian Benjamin P, Xing Lei

机构信息

Department of Radiation Oncology, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea.

出版信息

Phys Med Biol. 2017 Mar 21;62(6):2176-2193. doi: 10.1088/1361-6560/aa5913. Epub 2017 Jan 12.

DOI:10.1088/1361-6560/aa5913
PMID:28079527
Abstract

This paper proposes a binary moving-blocker (BMB)-based technique for scatter correction in cone-beam computed tomography (CBCT). In concept, a beam blocker consisting of lead strips, mounted in front of the x-ray tube, moves rapidly in and out of the beam during a single gantry rotation. The projections are acquired in alternating phases of blocked and unblocked cone beams, where the blocked phase results in a stripe pattern in the width direction. To derive the scatter map from the blocked projections, 1D B-Spline interpolation/extrapolation is applied by using the detected information in the shaded regions. The scatter map of the unblocked projections is corrected by averaging two scatter maps that correspond to their adjacent blocked projections. The scatter-corrected projections are obtained by subtracting the corresponding scatter maps from the projection data and are utilized to generate the CBCT image by a compressed-sensing (CS)-based iterative reconstruction algorithm. Catphan504 and pelvis phantoms were used to evaluate the method's performance. The proposed BMB-based technique provided an effective method to enhance the image quality by suppressing scatter-induced artifacts, such as ring artifacts around the bowtie area. Compared to CBCT without a blocker, the spatial nonuniformity was reduced from 9.1% to 3.1%. The root-mean-square error of the CT numbers in the regions of interest (ROIs) was reduced from 30.2 HU to 3.8 HU. In addition to high resolution, comparable to that of the benchmark image, the CS-based reconstruction also led to a better contrast-to-noise ratio in seven ROIs. The proposed technique enables complete scatter-corrected CBCT imaging with width-truncated projections and allows reducing the acquisition time to approximately half. This work may have significant implications for image-guided or adaptive radiation therapy, where CBCT is often used.

摘要

本文提出了一种基于二元移动阻挡器(BMB)的技术,用于锥束计算机断层扫描(CBCT)中的散射校正。从概念上讲,一个由铅条组成的束流阻挡器安装在X射线管前方,在单次机架旋转过程中快速进出束流。投影是在阻挡和未阻挡锥束的交替阶段获取的,其中阻挡阶段会在宽度方向上产生条纹图案。为了从阻挡的投影中导出散射图,通过使用阴影区域中的检测信息应用一维B样条插值/外推法。未阻挡投影的散射图通过对与其相邻阻挡投影对应的两个散射图求平均来校正。通过从投影数据中减去相应的散射图获得散射校正后的投影,并利用基于压缩感知(CS)的迭代重建算法生成CBCT图像。使用Catphan504和骨盆体模来评估该方法的性能。所提出的基于BMB的技术提供了一种有效的方法,通过抑制散射引起的伪影(如蝴蝶结区域周围的环形伪影)来提高图像质量。与没有阻挡器的CBCT相比,空间不均匀性从9.1%降低到3.1%。感兴趣区域(ROI)中CT值的均方根误差从30.2 HU降低到3.8 HU。除了具有与基准图像相当的高分辨率外,基于CS的重建还在七个ROI中产生了更好的对比度噪声比。所提出的技术能够利用宽度截断的投影进行完整的散射校正CBCT成像,并可将采集时间减少到大约一半。这项工作可能对经常使用CBCT的图像引导或自适应放射治疗具有重要意义。

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