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腹部新型迭代重建算法(自适应统计迭代重建-V)的计算机断层扫描图像质量评估:与基于模型的迭代重建、自适应统计迭代重建及滤波反投影重建的比较

Computed Tomography Image Quality Evaluation of a New Iterative Reconstruction Algorithm in the Abdomen (Adaptive Statistical Iterative Reconstruction-V) a Comparison With Model-Based Iterative Reconstruction, Adaptive Statistical Iterative Reconstruction, and Filtered Back Projection Reconstructions.

作者信息

Goodenberger Martin H, Wagner-Bartak Nicolaus A, Gupta Shiva, Liu Xinming, Yap Ramon Q, Sun Jia, Tamm Eric P, Jensen Corey T

出版信息

J Comput Assist Tomogr. 2018 Mar/Apr;42(2):184-190. doi: 10.1097/RCT.0000000000000666.

Abstract

OBJECTIVE

The purpose of this study was to compare abdominopelvic computed tomography images reconstructed with adaptive statistical iterative reconstruction-V (ASIR-V) with model-based iterative reconstruction (Veo 3.0), ASIR, and filtered back projection (FBP).

METHODS AND MATERIALS

Abdominopelvic computed tomography scans for 36 patients (26 males and 10 females) were reconstructed using FBP, ASIR (80%), Veo 3.0, and ASIR-V (30%, 60%, 90%). Mean ± SD patient age was 32 ± 10 years with mean ± SD body mass index of 26.9 ± 4.4 kg/m. Images were reviewed by 2 independent readers in a blinded, randomized fashion. Hounsfield unit, noise, and contrast-to-noise ratio (CNR) values were calculated for each reconstruction algorithm for further comparison. Phantom evaluation of low-contrast detectability (LCD) and high-contrast resolution was performed.

RESULTS

Adaptive statistical iterative reconstruction-V 30%, ASIR-V 60%, and ASIR 80% were generally superior qualitatively compared with ASIR-V 90%, Veo 3.0, and FBP (P < 0.05). Adaptive statistical iterative reconstruction-V 90% showed superior LCD and had the highest CNR in the liver, aorta, and, pancreas, measuring 7.32 ± 3.22, 11.60 ± 4.25, and 4.60 ± 2.31, respectively, compared with the next best series of ASIR-V 60% with respective CNR values of 5.54 ± 2.39, 8.78 ± 3.15, and 3.49 ± 1.77 (P <0.0001). Veo 3.0 and ASIR 80% had the best and worst spatial resolution, respectively.

CONCLUSIONS

Adaptive statistical iterative reconstruction-V 30% and ASIR-V 60% provided the best combination of qualitative and quantitative performance. Adaptive statistical iterative reconstruction 80% was equivalent qualitatively, but demonstrated inferior spatial resolution and LCD.

摘要

目的

本研究旨在比较采用自适应统计迭代重建-V(ASIR-V)、基于模型的迭代重建(Veo 3.0)、ASIR和滤波反投影(FBP)重建的腹盆腔计算机断层扫描图像。

方法与材料

对36例患者(26例男性和10例女性)的腹盆腔计算机断层扫描进行FBP、ASIR(80%)、Veo 3.0和ASIR-V(30%、60%、90%)重建。患者的平均年龄±标准差为32±10岁,平均体重指数±标准差为26.9±4.4kg/m²。由2名独立阅片者以盲法、随机方式对图像进行评估。计算每种重建算法的亨氏单位、噪声和对比噪声比(CNR)值以作进一步比较。进行了低对比度可探测性(LCD)和高对比度分辨率的模体评估。

结果

与ASIR-V 90%、Veo 3.0和FBP相比,自适应统计迭代重建-V 30%、ASIR-V 60%和ASIR 80%在质量上总体更优(P<0.05)。自适应统计迭代重建-V 90%显示出更好的LCD,且在肝脏、主动脉和胰腺中的CNR最高,分别为7.32±3.22、11.60±4.25和4.60±2.31,而次优的ASIR-V 60%系列的相应CNR值分别为5.54±2.39、8.78±3.15和3.49±1.77(P<0.0001)。Veo 3.0和ASIR 80%分别具有最佳和最差的空间分辨率。

结论

自适应统计迭代重建-V 30%和ASIR-V 60%在定性和定量性能方面提供了最佳组合。自适应统计迭代重建80%在质量上相当,但空间分辨率和LCD较差。

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