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胸部 CT 基于模型的完全迭代重建:与自适应统计迭代重建的比较。

CT of the chest with model-based, fully iterative reconstruction: comparison with adaptive statistical iterative reconstruction.

机构信息

Department of Radiology, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.

出版信息

BMC Med Imaging. 2013 Aug 9;13:27. doi: 10.1186/1471-2342-13-27.

Abstract

BACKGROUND

The recently developed model-based iterative reconstruction (MBIR) enables significant reduction of image noise and artifacts, compared with adaptive statistical iterative reconstruction (ASIR) and filtered back projection (FBP). The purpose of this study was to evaluate lesion detectability of low-dose chest computed tomography (CT) with MBIR in comparison with ASIR and FBP.

METHODS

Chest CT was acquired with 64-slice CT (Discovery CT750HD) with standard-dose (5.7 ± 2.3 mSv) and low-dose (1.6 ± 0.8 mSv) conditions in 55 patients (aged 72 ± 7 years) who were suspected of lung disease on chest radiograms. Low-dose CT images were reconstructed with MBIR, ASIR 50% and FBP, and standard-dose CT images were reconstructed with FBP, using a reconstructed slice thickness of 0.625 mm. Two observers evaluated the image quality of abnormal lung and mediastinal structures on a 5-point scale (Score 5 = excellent and score 1 = non-diagnostic). The objective image noise was also measured as the standard deviation of CT intensity in the descending aorta.

RESULTS

The image quality score of enlarged mediastinal lymph nodes on low-dose MBIR CT (4.7 ± 0.5) was significantly improved in comparison with low-dose FBP and ASIR CT (3.0 ± 0.5, p = 0.004; 4.0 ± 0.5, p = 0.02, respectively), and was nearly identical to the score of standard-dose FBP image (4.8 ± 0.4, p = 0.66). Concerning decreased lung attenuation (bulla, emphysema, or cyst), the image quality score on low-dose MBIR CT (4.9 ± 0.2) was slightly better compared to low-dose FBP and ASIR CT (4.5 ± 0.6, p = 0.01; 4.6 ± 0.5, p = 0.01, respectively). There were no significant differences in image quality scores of visualization of consolidation or mass, ground-glass attenuation, or reticular opacity among low- and standard-dose CT series. Image noise with low-dose MBIR CT (11.6 ± 1.0 Hounsfield units (HU)) were significantly lower than with low-dose ASIR (21.1 ± 2.6 HU, p < 0.0005), low-dose FBP CT (30.9 ± 3.9 HU, p < 0.0005), and standard-dose FBP CT (16.6 ± 2.3 HU, p < 0.0005).

CONCLUSION

MBIR shows greater potential than ASIR for providing diagnostically acceptable low-dose CT without compromising image quality. With radiation dose reduction of >70%, MBIR can provide equivalent lesion detectability of standard-dose FBP CT.

摘要

背景

与自适应统计迭代重建(ASIR)和滤波反投影(FBP)相比,最近开发的基于模型的迭代重建(MBIR)能够显著降低图像噪声和伪影。本研究旨在评估 MBIR 与 ASIR 和 FBP 相比在低剂量胸部 CT 中的病变检测能力。

方法

使用 64 层 CT(Discovery CT750HD)对 55 例疑似胸部 X 线片有肺部疾病的患者(年龄 72±7 岁)进行胸部 CT 检查,采集标准剂量(5.7±2.3 mSv)和低剂量(1.6±0.8 mSv)条件下的 CT 图像。使用 0.625mm 的重建层厚,用 MBIR、ASIR50%和 FBP 重建低剂量 CT 图像,用 FBP 重建标准剂量 CT 图像。两位观察者使用 5 分制评估异常肺部和纵隔结构的图像质量(5 分=极好,1 分=不可诊断)。还测量了主动脉内 CT 强度标准差作为客观图像噪声。

结果

低剂量 MBIR CT 上增大的纵隔淋巴结的图像质量评分(4.7±0.5)明显优于低剂量 FBP 和 ASIR CT(3.0±0.5,p=0.004;4.0±0.5,p=0.02),与标准剂量 FBP 图像的评分(4.8±0.4,p=0.66)几乎相同。对于降低的肺衰减(大疱、肺气肿或囊肿),低剂量 MBIR CT(4.9±0.2)的图像质量评分略好于低剂量 FBP 和 ASIR CT(4.5±0.6,p=0.01;4.6±0.5,p=0.01)。低剂量和标准剂量 CT 系列在实变或肿块、磨玻璃密度和网状混浊的可视化方面,图像质量评分没有显著差异。低剂量 MBIR CT 的图像噪声(11.6±1.0 亨氏单位(HU))明显低于低剂量 ASIR(21.1±2.6 HU,p<0.0005)、低剂量 FBP CT(30.9±3.9 HU,p<0.0005)和标准剂量 FBP CT(16.6±2.3 HU,p<0.0005)。

结论

MBIR 比 ASIR 更有潜力提供具有诊断可接受性的低剂量 CT,而不会降低图像质量。通过减少>70%的辐射剂量,MBIR 可以提供与标准剂量 FBP CT 相当的病变检测能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/407b/3847631/7b71f15898b6/1471-2342-13-27-1.jpg

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