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Analytical Cone-Beam Reconstruction Using A Multi-Source Inverse Geometry CT system

机译:使用多源逆几何CT系统进行锥形锥束分析

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In a 3rd generation CT system, a single source projects the entire field of view (FOV) onto a large detector opposite the source. In multi-source CT imaging, a multitude of sources sequentially project a part of the FOV on a much smaller detector. These sources may be distributed in both the trans-axial and axial directions in order to jointly cover the entire FOV. Scan data from multiple sources in the axial direction provide complementary information, which is not available in a conventional single-source CT system. In this work, an analytical 3D cone-beam reconstruction algorithm for multi-source CT is proposed. This approach has three distinctive features. First, multi-source data are re-binned transaxially to multiple offset third-generation datasets. Second, data points in sinograms from multiple source sets are either accepted or rejected for contribution to the backprojection of a given voxel. Third, instead of using a ramp filter, a Hilbert transform is combined with a parallel derivative to form the filtering mechanism. Phantom simulations are performed using a multi-source CT geometry and compared to conventional 3rd generation CT geometry. We show that multi-source CT can extend the axial scan coverage to 120mm without cone-beam artifacts, while a third-generation geometry results in compromised image quality at 60mm of axial coverage. Moreover, given that the cone-angle in the proposed geometry is limited to 7 degrees, there are no degrading effects such as the Heel effect and scattered radiation, unlike in a third-generation geometry with comparable coverage. An additional benefit is the uniform flux profile resulting in uniform image noise throughout the FOV and a uniform dose absorption profile.
机译:在第三代CT系统中,单个源将整个视场(FOV)投影到与源相对的大型探测器上。在多源CT成像中,多个源依次将一部分FOV投影到一个更小的检测器上。这些源可以沿轴向和轴向分布,以便共同覆盖整个FOV。沿轴向来自多个源的扫描数据提供了补充信息,这在常规的单源CT系统中是不可用的。在这项工作中,提出了一种用于多源CT的解析3D锥束重建算法。这种方法具有三个鲜明的特征。首先,将多源数据跨轴重新绑定到多个偏移的第三代数据集。其次,接受或拒绝来自多个源集的正弦图中的数据点对给定体素的反投影有贡献。第三,代替使用斜坡滤波器,将希尔伯特变换与并行导数组合以形成滤波机制。使用多源CT几何图形执行幻像仿真,并将其与常规的第三代CT几何图形进行比较。我们表明,多源CT可以将轴向扫描范围扩展到120mm,而不会产生锥束伪影,而第三代几何图形会导致在60mm的轴向范围内图像质量受损。而且,考虑到所提议的几何结构中的锥角限制为7度,与覆盖范围可比的第三代几何结构不同,不存在诸如Heel效应和散射辐射之类的退化效应。另一个好处是均匀的通量分布,在整个FOV中产生均匀的图像噪声和均匀的剂量吸收分布。

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