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采用迭代重建技术对低对比度计算机断层扫描图像进行客观评估。

Objective assessment of low-contrast computed tomography images with iterative reconstruction.

作者信息

Urikura Atsushi, Hara Takanori, Ichikawa Katsuhiro, Nishimaru Eiji, Hoshino Takashi, Yoshida Tsukasa, Nakaya Yoshihiro

机构信息

Department of Diagnostic Radiology, Shizuoka Cancer Centre, 1007 Shimonagakubo, Nagaizumi, Sunto, Shizuoka 411-8777, Japan.

Department of Medical Technology, Nakatsugawa Municipal General Hospital, 1522-1 Komanba, Nakatsugawa, Gifu 508-0011, Japan.

出版信息

Phys Med. 2016 Aug;32(8):992-8. doi: 10.1016/j.ejmp.2016.07.003. Epub 2016 Jul 13.

Abstract

OBJECTIVE

This study aims to assess low-contrast image quality using a low-contrast object specific contrast-to-noise ratio (CNRLO) analysis for iterative reconstruction (IR) computed tomography (CT) images.

METHODS

A phantom composed of low-contrast rods placed in a uniform material was used in this study. Images were reconstructed using filtered back projection (FBP) and IR (Adaptive Iterative Dose Reduction 3D). Scans were performed at six dose levels: 1.0, 1.8, 3.1, 4.6, 7.1 and 13.3mGy. Objective image quality was assessed by comparing CNRLO with CNR using a human observer test.

RESULTS

Compared with FBP, IR yielded increased CNR at the same dose levels. The results of CNRLO and observer tests showed similarities or only marginal differences between FBP and IR at the same dose levels. The coefficient of determination for CNRLO was significantly better (R(2)=0.86) than that of CNR (R(2)=0.47).

CONCLUSION

For IR, CNRLO could potentially serve as an objective index reflective of a human observer assessment. The results of CNRLO test indicated that the IR algorithm was not superior to FBP in terms of low-contrast detectability at the same radiation doses.

摘要

目的

本研究旨在使用针对迭代重建(IR)计算机断层扫描(CT)图像的低对比度物体特定对比噪声比(CNRLO)分析来评估低对比度图像质量。

方法

本研究使用了一个由放置在均匀材料中的低对比度棒组成的体模。图像使用滤波反投影(FBP)和IR(自适应迭代剂量降低3D)进行重建。扫描在六个剂量水平下进行:1.0、1.8、3.1、4.6、7.1和13.3毫戈瑞。通过使用人类观察者测试将CNRLO与CNR进行比较来评估客观图像质量。

结果

与FBP相比,IR在相同剂量水平下产生了更高的CNR。CNRLO和观察者测试的结果表明,在相同剂量水平下,FBP和IR之间存在相似性或仅存在微小差异。CNRLO的决定系数(R² = 0.86)明显优于CNR的决定系数(R² = 0.47)。

结论

对于IR,CNRLO可能作为反映人类观察者评估的客观指标。CNRLO测试结果表明,在相同辐射剂量下,IR算法在低对比度可检测性方面并不优于FBP。

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