在光子计数紧凑型 CBCT 中使用二维反散射网格抑制散射的效果。

Ryan Sabounchi, Uttam Pyakurel, Farhang Bayat, Mohamed Eldib, Cem Altunbas
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引用次数: 0

摘要

能量敏感探测器和光子计数探测器可提高锥形束计算机断层扫描(CBCT)系统的组织可视化和材料定量能力。然而,它们在 CBCT 系统中的应用更具挑战性,部分原因是宽锥角 CBCT 几何结构中散射 X 射线的高通量。具体来说,低能谱的高散射污染给使用低能量 X 射线重建高保真 CBCT 图像带来了挑战。为了解决这个问题,我们研究了在台式光子计数和紧凑型 CBCT 系统中使用二维反散射网格的稳健散射抑制方法。台式系统采用了一个 35 厘米宽的碲化镉光子计数探测器,具有两个能量阈值。为了剔除散射,开发了一种由钨制成的专用二维反散射网格(二维网格)原型,并直接安装在探测器上。为了校正未被二维栅格阻挡的残余散射,采用了一种基于测量的散射校正方法,称为 "基于栅格的散射采样(GSS)"。在没有二维网格的情况下,15-40 千伏能量范围内的散射与原色比(SPR)达到 2.3。与最高能量区(90-120 千伏)相比,最低能量区的 SPR 高出 3 倍。使用二维网格后,SPR 降低到 0.14 以下,整个能谱的 SPR 值更加均匀。在低能量仓和高能量仓的 CBCT 重建中,CT 数字的不均匀性都降低了 3 倍。对比度与噪声比和对比度的改善在低能量仓 CBCT 图像中更为明显。这项研究表明,二维网格可以显著减少光子计数紧凑型 CBCT 中散射造成的光谱污染,并有可能实现更高保真的 CBCT 图像重建。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of scatter suppression with 2D antiscatter grids in photon counting compact CBCT.

Energy sensitive and photon counting detectors can provide improved tissue visualization and material quantification capabilities in Cone Beam Computed Tomography (CBCT) systems. However, their implementation in CBCT systems is more challenging, which is in part due to high fluence of scattered X-rays in wide cone angle CBCT geometry. Specifically, high scatter contamination in lower energy spectrum challenges reconstruction of high fidelity CBCT images by using lower energy X-rays. To address this problem, we investigated a robust scatter rejection with 2D antiscatter grids in a benchtop photon counting and compact CBCT system. The benchtop system employs a 35 cm wide CdTe photon counting detector with two energy thresholds. To reject scatter, a dedicated 2D antiscatter grid (2D grid) prototype made from tungsten was developed and mounted directly on the detector. To correct residual scatter not stopped by the 2D grid, a measurement-based scatter correction method, referred to as Grid-based Scatter Sampling (GSS), was utilized. Without 2D grid, scatter to primary ratio (SPR) reached 2.3 in the 15-40 keV energy bin. SPR was factor of 3 higher in the lowest energy bin when compared to the highest energy bin (90-120 keV). With the 2D grid, SPR was reduced below 0.14, and SPR values were more homogenous across the energy spectrum. CT number nonuniformity was factor of 3 lower in both low and high energy bin CBCT reconstructions. Improvement in contrast to noise ratio and contrast was more pronounced in the low energy bin CBCT images. This work indicates that 2D grids can significantly reduce spectral contamination caused by scatter in photon counting compact CBCT, and potentially enable higher fidelity CBCT image reconstructions.

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