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使用新型四维降噪滤波器对动态心肌计算机断层扫描灌注成像进行多读者图像质量评估。

Multireader image quality evaluation of dynamic myocardial computed tomography perfusion imaging with a novel four-dimensional noise reduction filter.

作者信息

Sliwicka Olga, Swiderska-Chadaj Zaneta, Snoeren Miranda, Brink Monique, Salah Khibar, Peters-Bax Liesbeth, Stille Tip, van Amerongen Martinus Johannes, Sechopoulos Ioannis, Habets Jesse

机构信息

Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.

Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands.

出版信息

Acta Radiol. 2023 Mar;64(3):999-1006. doi: 10.1177/02841851221108804. Epub 2022 Jun 28.

Abstract

BACKGROUND

Dynamic myocardial computed tomography perfusion (CTP) is a novel technique able to depict cardiac ischemia.

PURPOSE

To evaluate the impact of a four-dimensional noise reduction filter (similarity filter [4D-SF]) on image quality in dynamic CTP imaging, allowing for substantial radiation dose reduction.

MATERIAL AND METHODS

Dynamic CTP datasets of 30 patients (16 women) with suspected coronary artery disease, acquired with a 320-slice CT system, were retrieved, reconstructed with the deep learning-based algorithm of the system (DLR), and filtered with the 4D-SF. For each case, signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) in six regions of interest (33-38mm) were calculated before and after filtering, in four-chamber and short-axis views, and t-tested. Furthermore, six radiologists of different expertise evaluated subjective image preference by answering five visual grading analysis-type questions (regarding acceptable level of noise, absence of artifacts, natural appearance, cardiac contour sharpness, diagnostic acceptability) using a 5-point scale. The results were analyzed using visual grade characteristics (VGC) and intraclass correlation coefficient (ICC).

RESULTS

Mean SNR in four-chamber view (unfiltered vs. filtered) were: septum=4.1 ± 2.1 versus 7.6 ± 5.6; lateral wall=4.5 ± 2.0 versus 8.0 ± 4.9; CNRseptum=16.6 ± 8.9 versus 31.7 ± 28; lateral wall=16.2 ± 8.9 versus 31.3 ± 28.9. Similar results were obtained in short-axis view. The perceived filtered image quality indicated decreased noise (VGC=0.96) and artifacts (0.65), improved natural appearance (0.59), cardiac contour sharpness (0.74), and diagnostic acceptability (0.78). The inter-observer variability was excellent (ICC=0.79). All results were statistically significant ( < 0.05).

CONCLUSION

Similarity filtering after DLR improves image quality, possibly enabling dose reduction in dynamic CTP imaging in patient with suspected chronic coronary syndrome.

摘要

背景

动态心肌计算机断层扫描灌注成像(CTP)是一种能够描绘心肌缺血的新技术。

目的

评估四维降噪滤波器(相似性滤波器[4D-SF])对动态CTP成像图像质量的影响,以大幅降低辐射剂量。

材料与方法

检索30例疑似冠心病患者(16名女性)使用320层CT系统采集的动态CTP数据集,采用系统基于深度学习的算法(DLR)进行重建,并用4D-SF进行滤波。对于每例患者,在四腔心和短轴视图的六个感兴趣区域(33-38mm)中计算滤波前后的信噪比(SNR)和对比噪声比(CNR),并进行t检验。此外,六位不同专业水平的放射科医生通过使用5分制回答五个视觉分级分析类型的问题(关于可接受的噪声水平、伪影的有无、自然外观、心脏轮廓清晰度、诊断可接受性)来评估主观图像偏好。使用视觉分级特征(VGC)和组内相关系数(ICC)对结果进行分析。

结果

四腔心视图中的平均SNR(未滤波与滤波后)为:室间隔=4.1±2.1对7.6±5.6;侧壁=4.5±2.0对8.0±4.9;CNR室间隔=16.6±8.9对31.7±28;侧壁=16.2±8.9对31.3±28.9。短轴视图中获得了类似结果。感知到的滤波后图像质量显示噪声降低(VGC=0.96)和伪影减少(0.65),自然外观改善(0.59)、心脏轮廓清晰度提高(0.74)以及诊断可接受性提高(0.78)。观察者间变异性良好(ICC=0.79)。所有结果均具有统计学意义(<0.05)。

结论

DLR后进行相似性滤波可提高图像质量,可能使疑似慢性冠状动脉综合征患者动态CTP成像中的剂量降低。

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