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Improved Scatter Correction for X-ray Conebeam CT Using Primary Modulation

机译:使用主调制改进的X射线锥形束CT散射校正

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摘要

Recently, we proposed a scatter correction method for x-ray imaging using primary modulation. A primary modulator with spatially variant attenuating materials is inserted between the x-ray source and the object to make the scatter and part of the primary distributions strongly separate in the Fourier domain. Linear filtering and demodulation techniques suffice to extract and correct the scatter for this modified system. The method has been verified by computer simulations and preliminary experimental results on a simple object. In this work, we improve performance by using a new primary modulator with a higher modulation frequency and by refining the algorithm. The improved method is evaluated experimentally using a pelvis phantom. The imaging parameters are chosen to match the Varian Acuity CT simulator, where scatter correction has been shown to be challenging due to complicated artifact patterns. The results using our approach are compared with those without scatter correction, and with scatter estimated and corrected using a slit measurement as a pre-scan. The comparison shows that the primary modulation method greatly reduces the scatter artifacts and improves image contrast. Using only one single scan, this method achieves CT HU accuracy comparable to that obtained using a slit measurement as a pre-scan.
机译:最近,我们提出了一种使用主调制的X射线成像散射校正方法。将具有空间变化衰减材料的主调制器插入X射线源和对象之间,以使散射和部分主分布在傅立叶域中强烈分离。线性滤波和解调技术足以提取和校正此修改系统的散射。该方法已通过计算机仿真和简单对象的初步实验结果验证。在这项工作中,我们通过使用具有更高调制频率的新型主调制器并改进算法来提高性能。改进的方法使用骨盆体模进行实验评估。选择成像参数以匹配Varian Acuity CT模拟器,在该模拟器中,由于复杂的伪影模式,散射校正已显示出挑战性。使用我们的方法将结果与未进行散射校正的结果进行比较,并使用狭缝测量作为预扫描对散射进行估计和校正。比较表明,初级调制方法极大地减少了散射伪像并提高了图像对比度。仅使用一次扫描,该方法就可以达到与使用狭缝测量作为预扫描所获得的CT HU精度相当的精度。

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