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Computational models of Variable Resolution (VRX) CT scanners

机译:可变分辨率(VRX)CT扫描仪的计算模型

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Variable resolution X-ray (VRX) CT scanners allow imaging of different sized anatomy at the same proportional level of detail using the same device. For example, the same scanner can be used to image large animals such as dogs, and small ones, like mice, with the same level of anatomical detail. This is achieved by tilting the X-ray detectors so that the projected size of the detecting elements is varied producing reconstructions of smaller fields of view with higher spatial resolution. The resolution of central region of a relatively large field of view can be further enhanced by using two or more detectors with different degrees of tilting. Scanners with such ldquotargetrdquo regions are useful for following the evolution of pre-diagnosed lesions or any other situation in which a high resolution is indispensable only for a small region of the patient's anatomy, but a larger field of view is needed to avoid artifacts. A computational model of multi-arm VRX scanners was developed as a fundamental aid in the study and development of these devices. This work studies the effect of varying several parameters of the computational model on the quality of the reconstructed image. This will affect the usefulness of the simulator in predicting the quality of the images produced by the scanner being modeled. The parameters studied include the number of X-ray beams per detector cell, the number of energy bins in which the incoming polychromatic beam is divided, and the number of views used in the reconstruction. All these parameters will affect the performance of the simulator both in terms of the time required to perform the computations, and the accuracy of the resulting image. The ideal combination of parameters will allow for faster computation without compromising significantly the resulting quality.
机译:可变分辨率X射线(VRX)CT扫描仪允许使用同一设备以相同比例的细节级别对不同大小的解剖结构进行成像。例如,相同的扫描仪可用于以相同的解剖结构细节对大型动物(如狗)和小型动物(如小鼠)成像。这是通过倾斜X射线检测器来实现的,从而使检测元件的投影尺寸发生变化,从而以较高的空间分辨率生成较小的视场。通过使用两个或多个倾斜度不同的检测器,可以进一步提高相对较大视野中心区域的分辨率。具有这种“目标区域”区域的扫描仪可用于跟踪预诊断病变的演变或其他情况,其中高分辨率仅对于患者解剖结构的一小部分是必不可少的,但是需要更大的视野以避免伪影。开发了多臂VRX扫描仪的计算模型,作为研究和开发这些设备的基本帮助。这项工作研究了改变计算模型的几个参数对重建图像质量的影响。这将影响模拟器在预测被建模的扫描仪产生的图像质量方面的有用性。研究的参数包括每个检测器单元的X射线束数量,在其中划分入射多色光束的能量仓数量以及在重建中使用的视图数量。所有这些参数都将在执行计算所需的时间以及生成的图像的准确性方面影响模拟器的性能。参数的理想组合将允许更快的计算,而不会显着影响最终的质量。

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