Dept. of Electr. Eng., Rhode Island Univ., Kingston, RI.
IEEE Trans Med Imaging. 1995;14(2):242-8. doi: 10.1109/42.387705.
Considers the quantification of percent diameter stenosis in digital coronary arteriograms of low spatial resolution. To improve accuracy and reproducibility an edge-preserving smoothing method, called the directional low-pass filter (DLF), was developed to suppress quantum noise by averaging image intensity in a direction parallel to the vessel border. Accuracy of stenosis quantification was assessed by using stenosis phantoms. The standard error of the estimate (SEE) was 0.76 pixel-length (p) without spatial filtering and further reduced to 0.50 p by DLF; the average deviation as a measure of the regularity of border definition was also reduced by DLF from 1.00 to 0.68 p (n=50, P<0.001). It was shown that the DLF outperformed the conventional moving average filter and median filter. Reproducibility in terms of intraframe variability was assessed by using coronary arteriograms obtained from 10 patients. Intraframe variability of the percent stenosis measurements was reduced from 3.5% to 2.9% by DLF (n=10, P<0.005). An analysis of variance showed, however, that the interframe variability cannot be reduced by any of the spatial filters under investigation. The result of this study has provided a guideline for angiographically based quantification of percent stenosis under limited imaging resolution and suggests a new method for improving accuracy and reproducibility by directional low-pass filtering.
考虑对低空间分辨率的数字冠状动脉造影的直径狭窄百分比进行量化。为了提高准确性和可重复性,开发了一种边缘保持平滑方法,称为方向低通滤波器(DLF),通过沿血管边界平行的方向平均图像强度来抑制量子噪声。通过使用狭窄模型来评估狭窄量化的准确性。在没有空间滤波的情况下,估计的标准误差(SEE)为 0.76 个像素长度(p),而通过 DLF 进一步降低到 0.50 p;DLF 还降低了边界定义规则性的平均偏差,从 1.00 降低到 0.68 p(n=50,P<0.001)。结果表明,DLF 优于传统的移动平均滤波器和中值滤波器。通过使用从 10 位患者获得的冠状动脉造影来评估帧内可变性。通过 DLF,狭窄百分比测量的帧内可变性从 3.5%降低到 2.9%(n=10,P<0.005)。方差分析表明,在研究的任何空间滤波器下,都不能降低帧间可变性。这项研究的结果为在有限的成像分辨率下基于血管造影的狭窄百分比定量提供了指导,并提出了一种通过方向低通滤波提高准确性和可重复性的新方法。