Mihailovic Jelena M, Kanaji Yoshihisa, Miller Daniel, Bell Malcolm R, Fetterly Kenneth A
Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
Mayo Clinic, Department of Cardiovascular Diseases, Rochester, Minnesota, United States.
J Med Imaging (Bellingham). 2024 Jul;11(4):045502. doi: 10.1117/1.JMI.11.4.045502. Epub 2024 Aug 10.
Spatio-temporal variability in clinical fluoroscopy and cine angiography images combined with nonlinear image processing prevents the application of traditional image quality measurements in the cardiac catheterization laboratory. We aimed to develop and validate methods to measure human observer impressions of the image quality.
Multi-frame images of the thorax of a euthanized pig were acquired to provide an anatomical background. The detector dose was varied from 6 to 200 nGy (increments 2×), and 0.6 and 1.0 mm focal spots were used. Two coronary stents with/without 0.5 mm separation and a synthetic right coronary artery (RCA) with hemispherical defects were embedded into the background images as test objects. The quantitative observer ( ) performance was measured using a two-alternating forced-choice test of whether stents were separated and by a count of visible right coronary artery defects. Qualitative impressions of noise, spatial resolution, and overall image quality were measured using a visual analog scale (VAS). A paired -test and multinomial logistic regression model were used to identify statistically significant factors affecting the observer's impression image quality.
The proportion of correct detection of stent separation and the number of reported right coronary artery defects changed significantly with detector dose increment in the 6 to 100 nGy ( ). Although a trend favored the 0.6 versus 1.0 mm focal spot for these quantitative assessments, this was insignificant. Visual analog scale measurements changed significantly with detector dose increments in the range of 24 to 100 nGy and focal spot size ( ). The application of multinomial logistic regression analysis to observer VAS scores demonstrated sensitivity matching of the paired -test applied to quantitative observer performance measurements.
Both quantitative and qualitative measurements of observer impression of the image quality were sensitive to image quality changes associated with changing the detector dose and focal spot size. These findings encourage future work that uses qualitative image quality measurements to assess clinical fluoroscopy and angiography image quality.
临床透视和电影血管造影图像中的时空变异性,再加上非线性图像处理,使得传统图像质量测量方法无法应用于心导管实验室。我们旨在开发并验证用于测量人类观察者对图像质量印象的方法。
采集一只安乐死猪胸部的多帧图像以提供解剖学背景。探测器剂量从6到200 nGy不等(增量为2倍),并使用了0.6和1.0 mm的焦点。将两个间距为0.5 mm和未间距为0.5 mm的冠状动脉支架以及一个带有半球形缺损的合成右冠状动脉(RCA)嵌入背景图像中作为测试对象。使用双选强制选择测试来测量定量观察者( )的表现,以判断支架是否分离,并通过计算可见的右冠状动脉缺损数量来评估。使用视觉模拟量表(VAS)来测量对噪声、空间分辨率和整体图像质量的定性印象。使用配对 -检验和多项逻辑回归模型来确定影响观察者对图像质量印象的统计学显著因素。
在6到100 nGy( )范围内,随着探测器剂量增加,正确检测支架分离的比例和报告的右冠状动脉缺损数量显著变化。尽管在这些定量评估中,趋势显示0.6 mm焦点优于1.0 mm焦点,但差异不显著。视觉模拟量表测量结果在24到100 nGy范围内随探测器剂量增加以及焦点尺寸( )而显著变化。将多项逻辑回归分析应用于观察者VAS评分,显示出与应用于定量观察者表现测量的配对 -检验的敏感性匹配。
观察者对图像质量印象的定量和定性测量均对与探测器剂量和焦点尺寸变化相关的图像质量变化敏感。这些发现鼓励未来开展利用定性图像质量测量来评估临床透视和血管造影图像质量的工作。