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截断CT投影预处理算法的评估

Evaluation of a preprocessing algorithm for truncated CT projections.

作者信息

Herman G T, Lewitt R M

出版信息

J Comput Assist Tomogr. 1981 Feb;5(1):127-35. doi: 10.1097/00004728-198102000-00026.

Abstract

A preprocessing algorithm for completing truncated computed tomography (CT) projection data (so that reconstruction methods suitable for complete projection data can be applied) is experimentally investigated. The study is motivated primarily by the problem of patients who are too obese to fit into the fan beam of a rotate-only (third generation) scanner, and secondarily by dose reduction considerations. Four sets of patient data collected by a rotate-only scanner are used, and the reconstructions from the complete and truncated projection data are compared. It is illustrated that the preprocessing algorithm leads to qualitatively good images, since local variations are nearly identical in the reconstruction from the complete and from the truncated data. Quantitatively, the results are less encouraging; the exact values of CT numbers differ in the two reconstructions by a significant (although slowly varying) amount across the two reconstructed images.

摘要

本文通过实验研究了一种用于补全截断计算机断层扫描(CT)投影数据的预处理算法(以便能够应用适用于完整投影数据的重建方法)。这项研究主要是受肥胖患者无法纳入仅旋转式(第三代)扫描仪扇形束的问题所驱动,其次是出于剂量降低的考虑。使用了由仅旋转式扫描仪收集的四组患者数据,并对完整投影数据和截断投影数据的重建结果进行了比较。结果表明,预处理算法能够生成质量良好的图像,因为完整数据和截断数据重建中的局部变化几乎相同。从定量角度来看,结果则不太乐观;在两幅重建图像中,两次重建的CT数值精确值存在显著差异(尽管变化缓慢)。

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