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头部 CT 自适应统计迭代重建:降低辐射剂量同时提高图像质量。

Cranial CT with adaptive statistical iterative reconstruction: improved image quality with concomitant radiation dose reduction.

机构信息

Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts 02114-9657, USA.

出版信息

AJNR Am J Neuroradiol. 2012 Apr;33(4):609-15. doi: 10.3174/ajnr.A2826. Epub 2011 Dec 29.

Abstract

BACKGROUND AND PURPOSE

To safeguard patient health, there is great interest in CT radiation-dose reduction. The purpose of this study was to evaluate the impact of an iterative-reconstruction algorithm, ASIR, on image-quality measures in reduced-dose head CT scans for adult patients.

MATERIALS AND METHODS

Using a 64-section scanner, we analyzed 100 reduced-dose adult head CT scans at 6 predefined levels of ASIR blended with FBP reconstruction. These scans were compared with 50 CT scans previously obtained at a higher routine dose without ASIR reconstruction. SNR and CNR were computed from Hounsfield unit measurements of normal GM and WM of brain parenchyma. A blinded qualitative analysis was performed in 10 lower-dose CT datasets compared with higher-dose ones without ASIR. Phantom data analysis was also performed.

RESULTS

Lower-dose scans without ASIR had significantly lower mean GM and WM SNR (P = .003) and similar GM-WM CNR values compared with higher routine-dose scans. However, at ASIR levels of 20%-40%, there was no statistically significant difference in SNR, and at ASIR levels of ≥60%, the SNR values of the reduced-dose scans were significantly higher (P < .01). CNR values were also significantly higher at ASIR levels of ≥40% (P < .01). Blinded qualitative review demonstrated significant improvements in perceived image noise, artifacts, and GM-WM differentiation at ASIR levels ≥60% (P < .01).

CONCLUSIONS

These results demonstrate that the use of ASIR in adult head CT scans reduces image noise and increases low-contrast resolution, while allowing lower radiation doses without affecting spatial resolution.

摘要

背景与目的

为了保障患者健康,人们对降低 CT 辐射剂量非常感兴趣。本研究旨在评估迭代重建算法 ASIR 对成人低剂量头部 CT 扫描的图像质量测量值的影响。

材料与方法

使用一台 64 排扫描仪,我们分析了 100 例经 6 种预设 ASIR 混合 FBP 重建水平的成人低剂量头部 CT 扫描,与 50 例之前未采用 ASIR 重建的常规高剂量 CT 扫描进行比较。从脑实质正常 GM 和 WM 的 Hounsfield 单位测量值计算 SNR 和 CNR。在与未采用 ASIR 的高剂量 CT 数据集比较的 10 例低剂量 CT 数据集中进行了盲法定性分析。还进行了体模数据分析。

结果

未采用 ASIR 的低剂量扫描与高常规剂量扫描相比,GM 和 WM 的平均 SNR 显著降低(P =.003),GM-WM CNR 值相似。然而,在 ASIR 水平为 20%-40%时,SNR 没有统计学上的显著差异,在 ASIR 水平≥60%时,低剂量扫描的 SNR 值显著升高(P<.01)。在 ASIR 水平≥40%时,CNR 值也显著升高(P<.01)。盲法定性评价表明,在 ASIR 水平≥60%时,图像噪声、伪影和 GM-WM 差异的感知质量显著改善(P<.01)。

结论

这些结果表明,在成人头部 CT 扫描中使用 ASIR 可降低图像噪声,提高低对比度分辨率,同时允许降低辐射剂量而不影响空间分辨率。

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