减少扫描的基于弦的算法的噪声特性

D. Xia, Y. Zou, Lifeng Yu, E. Sidky, Xiaochuan Pan
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摘要

近年来,CT图像重建算法的研究进展迅速。已经提出了一些算法来从小于短扫描数据的数据中重建精确的ROI图像。这些算法可以减少扫描的工作量和给病人的辐射剂量。利用这些新算法研究重建ROI图像中的噪声特性是很重要的,因为它们直接关系到疾病诊断的准确性。在这项工作中,我们研究了三种简化扫描算法:BPF, MDFBP和FBP的噪声特性
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Noise properties of the chord-based algorithms for reduced scans
Progress in developing CT image reconstruction algorithms has been rapid in recent years. Some algorithms have been proposed to reconstruct exact ROI images from data that are less than the short scan data. These algorithms allow a reduction of the scanning effort and the radiation dose delivered to the patient. It is important to investigate the noise properties within reconstructed ROI images by use of these new algorithms because they are directly related to the accuracy of disease diagnosis. In this work, we study the noise properties of three reduced scan algorithms: BPF, MDFBP, and FBP
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