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Coupling the use of anti-scatter grid with analytical scatter estimation in cone beam CT

机译:锥束CT中将防散射网格与分析性散射估计结合使用

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Cone-Beam Computed Tomography (CBCT) enables three-dimensional imaging with isotropic resolution. X-ray scatter estimation is a big challenge for quantitative CBCT imaging: even in the presence of anti-scatter grid, the scatter level is significantly higher on cone beam systems compared to collimated fan beam systems. The effects of this scattered radiation include cupping artifacts, streaks, and quantification inaccuracies. In this paper, a scatter management process for tomographic projections, without supplementary on-line acquisition, is presented. The scattered radiation is corrected using a method based on scatter calibration through off-line acquisitions. This is combined with on-line analytical transformation based on physical equations, to perform an estimation adapted to the object observed. This approach has been previously applied to a system without anti-scatter grid. The focus of this paper is to show how to combine this approach with an anti-scatter grid. First, the interest of the grid is evaluated in terms of noise to signal ratio and scatter rejection. Then, the method of scatter correction is evaluated by testing it on an anthropomorphic phantom of thorax. The reconstructed volume of the phantom is compared to that obtained with a strongly collimated conventional multi-slice CT scanner. The new method provides results that closely agree with the conventional CT scanner, eliminating cupping artifacts and significantly improving quantification.
机译:锥形束计算机断层扫描(CBCT)可实现具有各向同性分辨率的三维成像。 X射线散射估计是定量CBCT成像的一大挑战:即使在存在防散射网格的情况下,与准直扇形束系统相比,锥形束系统的散射水平也明显更高。这种散射辐射的影响包括拔罐伪影,条纹和定量误差。在本文中,提出了一种层析成像投影的分散管理过程,无需进行辅助的在线采集。使用基于散射校准的方法通过离线采集对散射的辐射进行校正。这与基于物理方程式的在线分析变换相结合,以执行适合于观察对象的估计。该方法先前已应用于没有防散射网格的系统。本文的重点是展示如何将该方法与防散射网格相结合。首先,根据噪声与信号之比和散射抑制来评估网格的兴趣。然后,通过在胸部的拟人化体模上进行测试来评估散射校正方法。将模型的重建体积与使用强准直的常规多层CT扫描仪获得的体积进行比较。新方法提供的结果与常规CT扫描仪非常吻合,消除了杯状伪影并显着提高了定量。

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