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胸部 CT 迭代重建与滤波反投影(上):32 例患者图像降噪评估。

Chest computed tomography using iterative reconstruction vs filtered back projection (Part 1): Evaluation of image noise reduction in 32 patients.

机构信息

Department of Thoracic Imaging Hospital Calmette (EA 2694), Univ Lille Nord de France, 59000, Lille, France.

出版信息

Eur Radiol. 2011 Mar;21(3):627-35. doi: 10.1007/s00330-010-1990-5. Epub 2010 Nov 5.

DOI:10.1007/s00330-010-1990-5
PMID:21053003
Abstract

OBJECTIVE

To assess noise reduction achievable with an iterative reconstruction algorithm.

METHODS

32 consecutive chest CT angiograms were reconstructed with regular filtered back projection (FBP) (Group 1) and an iterative reconstruction technique (IRIS) with 3 (Group 2a) and 5 (Group 2b) iterations.

RESULTS

Objective image noise was significantly reduced in Group 2a and Group 2b compared with FBP (p < 0.0001). There was a significant reduction in the level of subjective image noise in Group 2a compared with Group 1 images (p < 0.003), further reinforced on Group 2b images (Group 2b vs Group 1; p < 0.0001) (Group 2b vs Group 2a; p = 0.0006). The overall image quality scores significantly improved on Group 2a images compared with Group 1 images (p = 0.0081) and on Group 2b images compared with Group 2a images (p < 0.0001). Comparative analysis of individual CT features of mild lung infiltration showed improved conspicuity of ground glass attenuation (p < 0.0001), ill-defined micronodules (p = 0.0351) and emphysematous lesions (p < 0.0001) on Group 2a images, further improved on Group 2b images for ground glass attenuation (p < 0.0001), and emphysematous lesions (p = 0.0087).

CONCLUSION

Compared with regular FBP, iterative reconstructions enable significant reduction of image noise without loss of diagnostic information, thus having the potential to decrease radiation dose during chest CT examinations.

摘要

目的

评估迭代重建算法可实现的降噪效果。

方法

对 32 例连续的胸部 CT 血管造影进行常规滤波反投影(FBP)重建(第 1 组)和迭代重建技术(IRIS)重建,其中 3 次迭代(第 2a 组)和 5 次迭代(第 2b 组)。

结果

与 FBP 相比,第 2a 组和第 2b 组的客观图像噪声显著降低(p<0.0001)。与第 1 组图像相比,第 2a 组的主观图像噪声水平显著降低(p<0.003),在第 2b 组图像上进一步增强(第 2b 组与第 1 组;p<0.0001)(第 2b 组与第 2a 组;p=0.0006)。与第 1 组图像相比,第 2a 组图像的整体图像质量评分显著提高(p=0.0081),与第 2a 组图像相比,第 2b 组图像的整体图像质量评分显著提高(p<0.0001)。对轻度肺浸润的个别 CT 特征进行比较分析显示,在第 2a 组图像上,磨玻璃衰减的显示度提高(p<0.0001),边界不清的微结节(p=0.0351)和肺气肿病变(p<0.0001),在第 2b 组图像上,磨玻璃衰减(p<0.0001)和肺气肿病变(p=0.0087)的显示度进一步提高。

结论

与常规 FBP 相比,迭代重建可显著降低图像噪声,而不会丢失诊断信息,因此有可能降低胸部 CT 检查的辐射剂量。

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本文引用的文献

1
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Radiology. 2010 Jul;256(1):261-9. doi: 10.1148/radiol.10091487.
2
Radiation dose reduction with chest computed tomography using adaptive statistical iterative reconstruction technique: initial experience.采用自适应统计迭代重建技术的胸部计算机断层扫描辐射剂量降低:初步经验
J Comput Assist Tomogr. 2010 Jan;34(1):40-5. doi: 10.1097/RCT.0b013e3181b26c67.
3
Dose reduction in helical CT: dynamically adjustable z-axis X-ray beam collimation.
用于从胸部 CT 扫描的多中心数据集识别 COVID-19 的稳健框架。
PLoS One. 2023 Mar 2;18(3):e0282121. doi: 10.1371/journal.pone.0282121. eCollection 2023.
4
Initial experience on abdominal photon-counting computed tomography in clinical routine: general image quality and dose exposure.临床常规腹部光子计数 CT 的初步经验:一般图像质量和剂量暴露。
Eur Radiol. 2023 Apr;33(4):2461-2468. doi: 10.1007/s00330-022-09278-1. Epub 2022 Dec 8.
5
Elimination of biological and physical artifacts in abdomen and brain computed tomography procedures using filtering techniques.使用滤波技术消除腹部和脑部计算机断层扫描程序中的生物和物理伪影。
Saudi J Biol Sci. 2022 Apr;29(4):2180-2186. doi: 10.1016/j.sjbs.2021.11.043. Epub 2021 Nov 26.
6
Evaluation of Abdominal CT Obtained Using a Deep Learning-Based Image Reconstruction Engine Compared with CT Using Adaptive Statistical Iterative Reconstruction.基于深度学习的图像重建引擎获得的腹部CT与使用自适应统计迭代重建的CT的比较评估。
J Belg Soc Radiol. 2022 Apr 8;106(1):15. doi: 10.5334/jbsr.2638. eCollection 2022.
7
Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network.使用两阶段分布式胶囊网络从低剂量 CT 扫描中进行人类水平的 COVID-19 诊断。
Sci Rep. 2022 Mar 22;12(1):4827. doi: 10.1038/s41598-022-08796-8.
8
Improved precision of noise estimation in CT with a volume-based approach.基于体素的方法提高 CT 中噪声估计的精度。
Eur Radiol Exp. 2021 Sep 10;5(1):39. doi: 10.1186/s41747-021-00237-x.
9
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Sensors (Basel). 2021 Jan 15;21(2):591. doi: 10.3390/s21020591.
10
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Radiol Med. 2021 Mar;126(3):380-387. doi: 10.1007/s11547-020-01271-2. Epub 2020 Sep 8.
螺旋 CT 剂量降低:动态可调 Z 轴 X 射线束准直。
AJR Am J Roentgenol. 2010 Jan;194(1):W49-55. doi: 10.2214/AJR.09.2878.
4
Dual-source chest CT angiography with high temporal resolution and high pitch modes: evaluation of image quality in 140 patients.双源胸部 CT 血管造影术具有高时间分辨率和高螺距模式:140 例患者的图像质量评估。
Eur Radiol. 2010 May;20(5):1188-96. doi: 10.1007/s00330-009-1638-5. Epub 2009 Nov 5.
5
Recurrent CT, cumulative radiation exposure, and associated radiation-induced cancer risks from CT of adults.成人CT检查的重复扫描、累积辐射暴露及相关辐射诱发癌症风险
Radiology. 2009 Apr;251(1):175-84. doi: 10.1148/radiol.2511081296.
6
Is iterative reconstruction ready for MDCT?迭代重建技术是否适用于多层螺旋CT?
J Am Coll Radiol. 2009 Apr;6(4):274-6. doi: 10.1016/j.jacr.2008.12.014.
7
Whole-body PET/CT scanning: estimation of radiation dose and cancer risk.全身PET/CT扫描:辐射剂量估计与癌症风险评估
Radiology. 2009 Apr;251(1):166-74. doi: 10.1148/radiol.2511081300. Epub 2009 Feb 27.
8
Radiation dose in cardiac CT.心脏CT中的辐射剂量。
AJR Am J Roentgenol. 2009 Mar;192(3):646-53. doi: 10.2214/AJR.08.2066.
9
Technical approaches to the optimisation of CT.CT优化的技术方法。
Phys Med. 2008 Jun;24(2):71-9. doi: 10.1016/j.ejmp.2008.01.012. Epub 2008 Mar 10.
10
Radiation dose reduction in chest CT: a review.胸部CT辐射剂量降低:综述
AJR Am J Roentgenol. 2008 Feb;190(2):335-43. doi: 10.2214/AJR.07.2556.