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倾斜旋转轴的锥束成像:方法与性能评估。

Cone-beam imaging with tilted rotation axis: Method and performance evaluation.

作者信息

Zhao Chumin, Herbst Magdalena, Vogt Sebastian, Ritschl Ludwig, Kappler Steffen, Siewerdsen Jeffrey H, Zbijewski Wojciech

机构信息

Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21205, USA.

Siemens Healthineers, Forchheim, 91301, Germany.

出版信息

Med Phys. 2020 Aug;47(8):3305-3320. doi: 10.1002/mp.14209. Epub 2020 May 22.

DOI:10.1002/mp.14209
PMID:32340069
Abstract

PURPOSE

The recently introduced robotic x-ray systems provide the flexibility to acquire cone-beam computed tomography (CBCT) data using customized, application-specific source-detector trajectories. We exploit this capability to mitigate the effects of x-ray scatter and noise in CBCT imaging of weight-bearing foot and cervical spine (C-spine) using scan orbits with a tilted rotation axis.

METHODS

We used an advanced CBCT simulator implementing accurate models of x-ray scatter, primary attenuation, and noise to investigate the effects of the orbital tilt angle in upright foot and C-spine imaging. The system model was parameterized using a laboratory version of a three-dimensional (3D) robotic x-ray system (Multitom RAX, Siemens Healthineers). We considered a generalized tilted axis scan configuration, where the detector remained parallel to patient's long body axis during the acquisition, but the elevation of source and detector was changing. A modified Feldkamp-Davis-Kress (FDK) algorithm was developed for reconstruction in this configuration, which departs from the FDK assumption of a detector that is perpendicular to the scan plane. The simulated foot scans involved source-detector distance (SDD) of 1386 mm, orbital tilt angles ranging 10° to 40°, and 400 views at 1 mAs/view and 0.5° increment; the C-spine scans involved -25° to -45° tilt angles, SDD of 1090 mm, and 202 views at 1.3 mAs and 1° increment The imaging performance was assessed by projection-domain measurements of the scatter-to-primary ratio (SPR) and by reconstruction-domain measurements of contrast, noise and generalized contrast-to-noise ratio (gCNR, accounting for both image noise and background nonuniformity) of the metatarsals (foot imaging) and cervical vertebrae (spine imaging). The effects of scatter correction were also compared for horizontal and tilted scans using an ideal Monte Carlo (MC)-based scatter correction and a frame-by-frame mean scatter correction.

RESULTS

The proposed modified FDK, involving projection resampling, mitigated streak artifacts caused by the misalignment between the filtering direction and the detector rows. For foot imaging (no grids), an optimized 20° tilted orbit reduced the maximum SPR from ~1.5 in a horizontal scan to <0.5. The gCNR of the second metatarsal was enhanced twofold compared to a horizontal orbit. For the C-spine (with vertical grids), imaging with a tilted orbit avoided highly attenuating x-ray paths through the lower cervical vertebrae and shoulders. A -35° tilted orbit yielded improved image quality and visualization of the lower cervical spine: the SPR of lower cervical vertebrae was reduced from ~10 (horizontal orbit) to <6 (tilted orbit), and the gCNR for C5-C7 increased by a factor of 2. Furthermore, tilted orbits showed potential benefits over horizontal orbits by enabling scatter correction with a simple frame-by-frame mean correction without substantial increase in noise-induced artifacts after the correction.

CONCLUSIONS

Tilted scan trajectories, enabled by the emerging robotic x-ray system technology, were optimized for CBCT imaging of foot and cervical spine using an advanced simulation framework. The results demonstrated the potential advantages of tilted axis orbits in mitigation of scatter artifacts and improving contrast-to-noise ratio in CBCT reconstructions.

摘要

目的

最近推出的机器人X射线系统提供了灵活性,可使用定制的、特定应用的源 - 探测器轨迹获取锥束计算机断层扫描(CBCT)数据。我们利用此功能,通过使用具有倾斜旋转轴的扫描轨道来减轻负重足部和颈椎(C型脊柱)CBCT成像中X射线散射和噪声的影响。

方法

我们使用了一个先进的CBCT模拟器,该模拟器实现了X射线散射、一次衰减和噪声的精确模型,以研究轨道倾斜角度在直立足部和C型脊柱成像中的影响。系统模型使用三维(3D)机器人X射线系统(Multitom RAX,西门子医疗)的实验室版本进行参数化。我们考虑了一种广义倾斜轴扫描配置,其中探测器在采集过程中保持与患者身体长轴平行,但源和探测器的高度在变化。针对此配置开发了一种改进的费尔德坎普 - 戴维斯 - 克雷斯(FDK)算法,该算法背离了FDK中探测器垂直于扫描平面的假设。模拟的足部扫描涉及源 - 探测器距离(SDD)为1386毫米,轨道倾斜角度范围为10°至40°,以及在1毫安秒/视图和0.5°增量下的400个视图;C型脊柱扫描涉及 - 25°至 - 45°的倾斜角度,SDD为1090毫米以及在1.3毫安秒和1°增量下的202个视图。成像性能通过投影域中散射与一次射线比率(SPR)的测量以及重建域中跖骨(足部成像)和颈椎(脊柱成像)的对比度、噪声和广义对比度 - 噪声比(gCNR,考虑图像噪声和背景不均匀性)的测量来评估。还使用基于理想蒙特卡罗(MC)的散射校正和逐帧平均散射校正比较了水平扫描和倾斜扫描的散射校正效果。

结果

所提出的改进FDK算法,涉及投影重采样,减轻了由滤波方向和探测器行之间的不对准引起的条纹伪影。对于足部成像(无格栅),优化的20°倾斜轨道将水平扫描中最大SPR从约1.5降低到<0.5。与水平轨道相比,第二跖骨的gCNR提高了两倍。对于C型脊柱(有垂直格栅),倾斜轨道成像避免了通过下颈椎和肩部的高衰减X射线路径。 - 35°倾斜轨道提高了下颈椎的图像质量和可视化效果:下颈椎的SPR从约10(水平轨道)降低到<6(倾斜轨道),C5 - C7的gCNR增加了一倍。此外,倾斜轨道通过能够使用简单的逐帧平均校正进行散射校正,且在校正后噪声诱导伪影没有大幅增加,显示出相对于水平轨道的潜在优势。

结论

新兴的机器人X射线系统技术实现的倾斜扫描轨迹,使用先进的模拟框架针对足部和颈椎的CBCT成像进行了优化。结果证明了倾斜轴轨道在减轻CBCT重建中的散射伪影和提高对比度 - 噪声比方面的潜在优势。

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