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胸部断层合成中图像质量对采集协议和图像处理的依赖性——基于临床数据的视觉分级研究

Dependency of image quality on acquisition protocol and image processing in chest tomosynthesis-a visual grading study based on clinical data.

作者信息

Jadidi Masoud, Båth Magnus, Nyrén Sven

机构信息

1 Departments of Clinical Science, Intervention and Technology, Karolinska Institutet , Stockholm , Sweden.

2 Department of Radiation Physics, Sahlgrenska Academy at University of Gothenburg , Gothenburg , Sweden.

出版信息

Br J Radiol. 2018 Jul;91(1087):20170683. doi: 10.1259/bjr.20170683. Epub 2018 Apr 9.

Abstract

OBJECTIVE

To compare the quality of images obtained with two different protocols with different acquisition time and the influence from image post processing in a chest digital tomosynthesis (DTS) system.

METHODS

20 patients with suspected lung cancer were imaged with a chest X-ray equipment with tomosynthesis option. Two examination protocols with different acquisition times (6.3 and 12 s) were performed on each patient. Both protocols were presented with two different image post-processing (standard DTS processing and more advanced processing optimised for chest radiography). Thus, 4 series from each patient, altogether 80 series, were presented anonymously and in a random order. Five observers rated the quality of the reconstructed section images according to predefined quality criteria in three different classes. Visual grading characteristics (VGC) was used to analyse the data and the area under the VGC curve (AUC) was used as figure-of-merit. The 12 s protocol and the standard DTS processing were used as references in the analyses.

RESULTS

The protocol with 6.3 s acquisition time had a statistically significant advantage over the vendor-recommended protocol with 12 s acquisition time for the classes of criteria, Demarcation (AUC = 0.56, p = 0.009) and Disturbance (AUC = 0.58, p < 0.001). A similar value of AUC was found also for the class Structure (definition of bone structures in the spine) (0.56) but it could not be statistically separated from 0.5 (p = 0.21). For the image processing, the VGC analysis showed a small but statistically significant advantage for the standard DTS processing over the more advanced processing for the classes of criteria Demarcation (AUC = 0.45, p = 0.017) and Disturbance (AUC = 0.43, p = 0.005). A similar value of AUC was found also for the class Structure (0.46), but it could not be statistically separated from 0.5 (p = 0.31).

CONCLUSION

The study indicates that the protocol with 6.3 s acquisition time yields slightly better image quality than the vender-recommended protocol with acquisition time 12 s for several anatomical structures. Furthermore, the standard gradation processing  (the vendor-recommended post-processing for DTS), yields to some extent advantage over the gradation processing/multiobjective frequency processing/flexible noise control processing in terms of image quality for all classes of criteria. Advances in knowledge: The study proves that the image quality may be strongly affected by the selection of DTS protocol and that the vendor-recommended protocol may not always be the optimal choice.

摘要

目的

比较在胸部数字断层合成(DTS)系统中,两种具有不同采集时间的不同协议所获得的图像质量,以及图像后处理的影响。

方法

对20例疑似肺癌患者使用具有断层合成功能的胸部X线设备进行成像。对每位患者执行两种具有不同采集时间(6.3秒和12秒)的检查协议。两种协议均采用两种不同的图像后处理方式(标准DTS处理和针对胸部X线摄影优化的更高级处理)。因此,来自每位患者的4个系列,共80个系列,以匿名且随机的顺序呈现。5名观察者根据预定义的质量标准,将重建断层图像的质量分为三个不同等级进行评分。使用视觉分级特征(VGC)分析数据,并将VGC曲线下面积(AUC)用作品质因数。在分析中,将12秒协议和标准DTS处理用作参考。

结果

对于标准“分界”(AUC = 0.56,p = 0.009)和“干扰”(AUC = 0.58,p < 0.001)等级别标准,采集时间为6.3秒的协议相对于供应商推荐的采集时间为12秒的协议具有统计学上的显著优势。对于“结构”等级别标准(脊柱中骨结构的定义),也发现了类似的AUC值(0.56),但无法与0.5进行统计学区分(p = 0.21)。对于图像处理,VGC分析显示,对于标准“分界”(AUC = 0.45,p = 0.017)和“干扰”(AUC = 0.43,p = 0.005)等级别标准,标准DTS处理相对于更高级处理具有微小但统计学上的显著优势。对于“结构”等级别标准,也发现了类似的AUC值(0.46),但无法与0.5进行统计学区分(p = 0.31)。

结论

该研究表明,对于几个解剖结构,采集时间为6.3秒的协议所产生的图像质量略优于供应商推荐的采集时间为12秒的协议。此外,对于所有等级别标准,标准灰度处理(供应商推荐的DTS后处理)在图像质量方面相对于灰度处理/多目标频率处理/灵活噪声控制处理在一定程度上具有优势。知识进展:该研究证明,DTS协议的选择可能会强烈影响图像质量,并且供应商推荐的协议可能并不总是最佳选择。

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