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使用以主动脉和椎骨作为已知信息的内部重建算法降低心脏计算机断层扫描辐射剂量

Cardiac computed tomography radiation dose reduction using interior reconstruction algorithm with the aorta and vertebra as known information.

作者信息

Bharkhada Deepak, Yu Hengyong, Ge Shuping, Carr J Jeffrey, Wang Ge

机构信息

Biomedical Imaging Division, Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC 27157, USA.

出版信息

J Comput Assist Tomogr. 2009 May-Jun;33(3):338-47. doi: 10.1097/RCT.0b013e318181fa7a.

Abstract

High x-ray radiation dose is a major public concern with the increasing use of multidetector computed tomography (CT) for diagnosis of cardiovascular diseases. This issue must be effectively addressed by dose-reduction techniques. Recently, our group proved that an internal region of interest (ROI) can be exactly reconstructed solely from localized projections if a small subregion within the ROI is known. In this article, we propose to use attenuation values of the blood in aorta and vertebral bone to serve as the known information for localized cardiac CT. First, we describe a novel interior tomography approach that backprojects differential fan-beam or parallel-beam projections to obtain the Hilbert transform and then reconstructs the original image in an ROI using the iterative projection onto convex sets algorithm. Then, we develop a numerical phantom based on clinical cardiac CT images for simulations. Our results demonstrate that it is feasible to use practical prior information and exactly reconstruct cardiovascular structures only from projection data along x-ray paths through the ROI.

摘要

随着多排螺旋计算机断层扫描(CT)在心血管疾病诊断中的应用日益增加,高剂量X射线辐射成为一个主要的公共关注点。这个问题必须通过剂量降低技术来有效解决。最近,我们的团队证明,如果感兴趣区域(ROI)内的一个小子区域是已知的,那么仅从局部投影就能精确重建该ROI的内部区域。在本文中,我们建议使用主动脉和椎骨中血液的衰减值作为局部心脏CT的已知信息。首先,我们描述一种新颖的内部断层扫描方法,该方法对差分扇形束或平行束投影进行反投影以获得希尔伯特变换,然后使用凸集上的迭代投影算法在ROI中重建原始图像。然后,我们基于临床心脏CT图像开发了一个数字体模用于模拟。我们的结果表明,使用实际的先验信息并仅从沿通过ROI的X射线路径的投影数据精确重建心血管结构是可行的。

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