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Gated cone-beam CT imaging of the thorax:a reconstruction study

机译:胸部门控锥形束CT成像:重建研究

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In radiotherapy, the respiratory motion of the patient in treatment position is determined from gated cone-beam CT images. This method consists in selecting projections according to a respiratory signal for the reconstruction of a CT image of each respiratory state. This selection can be based on the amplitude or the phase of the signal. The number of selected projections also depends on the width of the gating window. The present study compares different reconstructions using a dynamic digital phantom of the thorax and a known respiratory signal. We applied both regular and irregular motions to this phantom and reconstructed the exhale state using different widths. We evaluated these reconstructions with the signal-to-noise ratio, the contrast-to-noise ratio and a blur criterion. In the case of a regular motion, there was no difference between the amplitude and the phase. The signal quality was high, even for the smallest width, and the blur increased with width. In the case of an irregular motion, the difference was noticeable. Amplitude-based reconstructions suffered from severe artifacts with the smallest width because there were respiratory cycles for which no projection was selected. This drawback is overcome by increasing the width of the gating window. Phase-based reconstructions also allowed to avoid artifacts, whatever the width. But the blur was higher, even for the smallest width applied. These results suggest that the gating process must be adjusted in order to select at least one projection per respiratory cycle. Phase gating is a robust way to achieve this goal when respiration is irregular. Amplitude gating may be more effective in terms of blur, but the width must be carefully chosen to avoid severe artifacts. Finally, we observed the potential of dynamic reconstruction by using a motion model to deform different gated CT images toward a common reference and compute the weighted mean. The resulting CT image suffered less from artifacts than each gated CT image separately even if artifacts were still visible.
机译:在放射治疗中,根据门控锥形束CT图像确定患者在治疗位置的呼吸运动。该方法包括根据呼吸信号选择投影,以重建每种呼吸状态的CT图像。该选择可以基于信号的幅度或相位。所选投影的数量还取决于选通窗口的宽度。本研究比较了使用胸部动态数字体模和已知呼吸信号进行的不同重建。我们对该体模应用常规运动和不规则运动,并使用不同的宽度重建呼气状态。我们用信噪比,对比噪声比和模糊标准评估了这些重建。在规律运动的情况下,幅度和相位之间没有差异。即使在最小宽度下,信号质量也很高,并且模糊随着宽度而增加。在不规则运动的情况下,差异是明显的。基于幅度的重建会遭受严重的伪影,且伪影的宽度最小,这是因为存在未选择投影的呼吸周期。通过增加门窗的宽度克服了这个缺点。基于相位的重建还可以避免伪影,无论其宽度如何。但是,即使应用了最小的宽度,模糊度也更高。这些结果表明,必须调整门控过程,以便每个呼吸周期至少选择一个投影。当呼吸不规则时,相位门控是实现此目标的可靠方法。幅度门控在模糊方面可能更有效,但必须谨慎选择宽度以避免严重的伪像。最后,我们观察到了通过使用运动模型将不同的门控CT图像朝着公共参考变形并计算加权均值的动态重建潜力。即使伪影仍然可见,所得的CT图像受伪影的影响也要比每个门控CT图像分别少。

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