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基于模型的迭代重建在降低辐射剂量下提高肝脏CT低对比度可探测性的研究:离体实验经验

Model-based iterative reconstruction for improvement of low-contrast detectability in liver CT at reduced radiation dose: ex-vivo experience.

作者信息

Husarik D B, Alkadhi H, Puippe G D, Reiner C S, Chuck N C, Morsbach F, Szucs-Farkas Z, Schindera S T

机构信息

Institute for Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, CH-8091 Zurich, Switzerland.

Institute for Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, CH-8091 Zurich, Switzerland.

出版信息

Clin Radiol. 2015 Apr;70(4):366-72. doi: 10.1016/j.crad.2014.11.015. Epub 2014 Dec 29.

Abstract

AIM

To compare low-contrast detectability, and qualitative and quantitative image parameters on standard and reduced radiation dose abdominal CT reconstructed with filtered back projection (FBP) and model-based iterative reconstruction (MBIR).

MATERIALS AND METHODS

A custom built liver phantom containing 43 lesions was imaged at 120 kVp and four radiation dose levels (100% = 188 mAs, 50%, 25%, and 10%). Image noise and contrast-to-noise ratios (CNR) were assessed. Lesion detection and qualitative image analysis (five-point Likert scale with 1 = worst, 5 = best for confidence) was performed by three independent radiologists.

RESULTS

CNR on MBIR images was significantly higher (mean 246%, range 151-383%) and image noise was significantly lower (69%, 59-78%) than on FBP images at the same radiation dose (both p < 0.05). On MBIR 10% images, CNR (3.3 ± 0.3) was significantly higher and noise (15 ± 1HU) significantly lower than on FBP 100% images (2.5 ± 0.1; 21 ± 1 HU). On 100% images, lesion attenuation was significantly lower with MBIR than with FBP (mean difference -2 HU). Low-contrast detectability and qualitative results were similar with MBIR 50% and FBP 100%.

CONCLUSION

Low-contrast detectability with MBIR 50% and FBP 100% were equal. Quantitative parameters on even lower dose MBIR images are superior to 100%-dose FBP images. Some attenuation values differ significantly with MBIR compared with FBP.

摘要

目的

比较在标准辐射剂量和降低辐射剂量下,采用滤波反投影(FBP)和基于模型的迭代重建(MBIR)技术重建的腹部CT图像的低对比度可探测性、定性和定量图像参数。

材料与方法

使用一个定制的含有43个病灶的肝脏模型,在120 kVp和四个辐射剂量水平(100% = 188 mAs、50%、25%和10%)下进行成像。评估图像噪声和对比噪声比(CNR)。由三名独立的放射科医生进行病灶检测和定性图像分析(采用五点李克特量表,1表示最差,5表示信心最佳)。

结果

在相同辐射剂量下,MBIR图像的CNR显著更高(平均246%,范围151 - 383%),图像噪声显著更低(69%,59 - 78%)(两者p < 0.05)。在MBIR 10%剂量的图像上,CNR(3.3±0.3)显著高于FBP 100%剂量的图像(2.5±0.1),噪声(15±1 HU)显著低于FBP 100%剂量的图像(21±1 HU)。在100%剂量的图像上,MBIR图像的病灶衰减显著低于FBP图像(平均差值 -2 HU)。MBIR 50%剂量和FBP 100%剂量的低对比度可探测性和定性结果相似。

结论

MBIR 50%剂量和FBP 100%剂量的低对比度可探测性相当。更低剂量MBIR图像的定量参数优于100%剂量的FBP图像。与FBP相比,MBIR的一些衰减值存在显著差异。

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