瓦里安机载成像仪(OBI)建模:锥束CT (CBCT)工作模式

A. T. Amin, Ashrani Aizzuddin Abd. Rahni, S. S. Mokri, Rozilawati Ahmad
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引用次数: 3

摘要

锥形束CT (CBCT)成像作为治疗癌症患者的手段,在放射治疗中被大量使用。其中一个平台是瓦里安机载成像仪(oBI),其中使用千伏(kV) CBCT成像。在本研究中,开发了OBI模型来模拟两种可用的扫描模式,即:全风扇(FF)和半风扇(HF)模式。通过横向移动相同的1024×768探测器面板,在高频扫描模式下实现了更大的视场(FOV)。利用逼真的XCAT幻影,采用解析式Feldkamp-Davis-Kress (FDK)和迭代同步代数重建技术(SART)重建方法对不同的视场进行了模拟。在文献中,环形和辐射伪影可能发生在高频模式,由于其几何形状。为了实现快速分析方法,需要在重建前对投影数据应用适当的权重因子。分析FDK重建的FF和HF的归一化均方根误差(NRMSE)分别为7.12%和16.63%。使用迭代SART,分别为2.69%和4.65%。瓦里安OBI: CBCT操作模式的模拟模型有望鼓励和加强放射治疗过程中图像引导放射治疗(IGRT)的进一步研究。
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Modeling the Varian On-Board Imager (OBI): Cone-beam CT (CBCT) operating modes
Cone-beam CT (CBCT) imaging is heavily being utilized in radiotherapy treatment as means of treating cancer patients. One of the platforms is the Varian On-Board Imager (oBI) where kilo-volts (kV) CBCT imaging is used. In this study, a model of the OBI is developed to simulate the two scan modes that are available, namely: Full-Fan (FF) and Half-Fan (HF) modes. By shifting the same set of 1024×768 detector panels laterally, a larger field-of-view (FOV) is achieved in the HF scan mode. Using a realistic XCAT phantom, the different FOVs are simulated using analytical Feldkamp-Davis-Kress (FDK) and iterative Simultaneous Algebraic Reconstruction Technique (SART) reconstruction methods. As suggested in literatures, ring and radiant artifacts can occur in the HF mode due to its geometry. To implement fast analytical method, an adequate weight factor needs to be applied on the projection data prior to reconstruction. The percentage normalized root mean squared error (NRMSE) value for FF and HF using analytical FDK reconstruction are 7.12% and 16.63% respectively. Using the iterative SART, the respective values are and 2.69% and 4.65%. The simulation model of the Varian OBI: CBCT operating mode is expected to encourage and enhance further studies on image guided radiation therapy (IGRT) during radiotherapy treatment delivery.
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