CBCT image reconstruction of a moving target with an on-board imaging system for radiation therapy

K. Usui, S. Kabuki, C. Kurokawa, S. Sugimoto, K. Sasai, E. Kunieda, K. Ogawa
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Abstract

To accomplish accurate irradiation to a target, image information about the target is very useful in radiotherapy. A kilo-voltage cone-beam computed tomography (kV-CBCT) system mounted on a linear accelerator can verify the accuracy of the set-up position and the size and location of the target on each treatment day. However, the gantry of the CBCT system is heavy and so requires a long data acquisition time. As a result, image distortion occurs in the case of a moving target. In this study, we proposed a method to reconstruct a target less affected by any motion of the target, and evaluated the proposed method with a moving phantom. In our method, CBCT images of the moving phantom were acquired, and the target position in two directions was detected with a template matching method using these projection images. And we selected data acquisition angles of the projection images in which the target was located in predefined regions in the projection images, and made a sinogram with the projection image of selected angles. A less blurred image was reconstructed with a filtered-backprojection method from the sinogram. The results of experiments showed that the blurring caused by the movement of the phantom was reduced with our proposed method.
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基于车载放射治疗成像系统的运动目标CBCT图像重建
为了实现对目标的精确照射,目标的图像信息在放射治疗中是非常有用的。安装在直线加速器上的千电压锥束计算机断层扫描(kV-CBCT)系统可以在每个治疗日验证设置位置的准确性以及目标的大小和位置。然而,CBCT系统的机架较重,数据采集时间较长。因此,在运动目标的情况下,图像会发生畸变。在本研究中,我们提出了一种重建受目标运动影响较小的目标的方法,并使用运动的幻影对该方法进行了评估。在我们的方法中,获取运动幻影的CBCT图像,并利用这些投影图像采用模板匹配方法检测两个方向上的目标位置。选择目标位于投影图像预定义区域的投影图像的数据采集角度,与所选角度的投影图像做正弦图。用滤波反投影法从正弦图中重建出模糊程度较低的图像。实验结果表明,本文提出的方法能有效地消除因幻影运动引起的模糊。
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