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基于知识的迭代模型重建:低管电压脑CT血管造影的图像质量比较

Knowledge-based iterative model reconstruction: Comparative image quality with low tube voltage cerebral CT angiography.

作者信息

Wang Xinrui, Zhu Chengcheng, Li Jing, Degnan Andrew J, Jiang Tao, Lu Jianping

机构信息

From the Department of Radiology, Changhai Hospital, Second Military Medical University, Shanghai, China From the Department of Radiology and Biomedical Imaging, UCSF, San Francisco, CA From the Department of Radiology, University of Pittsburgh, Pittsburgh, PA.

出版信息

Medicine (Baltimore). 2018 Jul;97(30):e11514. doi: 10.1097/MD.0000000000011514.

Abstract

The aim of this study was to compare image quality of low tube voltage cerebral computed tomography angiography (CTA) reconstructed with knowledge-based iterative model reconstruction (IMR), filtered back projection (FBP), and hybrid iterative reconstruction (HIR).A total of 101 patients with suspected cerebrovascular diseases were enrolled and randomized into 2 groups, 100 kVp tube voltage (n = 53) and reduced tube voltage (80 kVp) (n = 48). Computed tomography data were reconstructed with IMR, FBP, and HIR algorithms. The image noise, vascular attenuation, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were measured and calculated. Two blinded radiologists independently evaluated image quality based on diagnostic confidence on a 3-point scale. Quantitative and qualitative assessments were compared between different groups and reconstruction subgroups.Vascular attenuation was higher in the reduced tube voltage group than in 100-kVp tube voltage group, but showed no significant difference within each group. In both groups, the image noise, vascular SNR, and CNR were significantly improved by IMR as compared with FBP and HIR. Inter-group comparison indicated that IMR with reduced tube voltage showed better image quality with lower image noise and higher vascular SNR and CNR than FBP and HIR at 100 kVp, but slightly inferior to IMR at 100 kVp. IMR also yields the best qualitative image quality, and improves the diagnostic confidence of atherosclerosis and aneurysm. Compared with the standard 120-kVp protocol (1.86mSv), the radiation doses of 100 kVp (1.13mSv) and 80 kVp (0.56mSv) were 39% and 70% less, respectively.The quantitative and qualitative image quality obtained by IMR was superior to that obtained by FBP and HIR for low tube voltage cerebral CTA.

摘要

本研究旨在比较基于知识的迭代模型重建(IMR)、滤波反投影(FBP)和混合迭代重建(HIR)重建的低管电压脑计算机断层血管造影(CTA)的图像质量。共纳入101例疑似脑血管疾病患者,随机分为两组,100 kVp管电压组(n = 53)和降低管电压组(80 kVp)(n = 48)。计算机断层扫描数据采用IMR、FBP和HIR算法进行重建。测量并计算图像噪声、血管衰减、信噪比(SNR)和对比噪声比(CNR)。两名盲法放射科医生基于3分制的诊断信心独立评估图像质量。比较不同组和重建亚组之间的定量和定性评估。降低管电压组的血管衰减高于100 kVp管电压组,但每组内无显著差异。在两组中,与FBP和HIR相比,IMR显著改善了图像噪声、血管SNR和CNR。组间比较表明,降低管电压的IMR在100 kVp时比FBP和HIR具有更好的图像质量,图像噪声更低,血管SNR和CNR更高,但略逊于100 kVp时的IMR。IMR还产生了最佳的定性图像质量,并提高了对动脉粥样硬化和动脉瘤的诊断信心。与标准的120 kVp方案(1.86 mSv)相比,100 kVp(1.13 mSv)和80 kVp(0.56 mSv)的辐射剂量分别减少了39%和70%。对于低管电压脑CTA,IMR获得的定量和定性图像质量优于FBP和HIR。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/879f/6078758/2848d696fd0f/medi-97-e11514-g001.jpg

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