Clough A V, Krenz G S, Owens M, al-Tinawi A, Dawson C A, Linehan J H
Department of Mathematics, Statistics, and Computer Science, Marquette University, Milwaukee 53233.
J Appl Physiol (1985). 1991 Nov;71(5):2050-8. doi: 10.1152/jappl.1991.71.5.2050.
This study was carried out in an attempt to develop an objective and robust method for measuring changes in the diameters of small blood vessels from X-ray angiographic images. Recognizing potential problems with edge detection methods applied to cylindrical vessels in which the contrast diminishes as the boundary is approached, we have attempted to utilize the X-ray absorbance data across the entire cross section of the vessel. Then, assuming a cylindrical geometry, the absorbance data are fit to the cylindrical absorbance function by use of nonlinear regression analysis. The method was tested and calibrated using glass tubes filled with various concentrations of contrast medium. The diameters of small pulmonary arteries were estimated by applying the method of angiograms obtained from an isolated dog lung lobe. The structure of the residuals obtained after the fitting procedure was analyzed to test the appropriateness of the model for use with images of vessels. The results suggest that this approach will have utility for systematically quantifying vessel dimensions.
本研究旨在开发一种客观且可靠的方法,用于测量X射线血管造影图像中小血管直径的变化。鉴于应用于圆柱形血管的边缘检测方法存在潜在问题,即随着接近边界对比度会降低,我们尝试利用血管整个横截面的X射线吸收数据。然后,假设为圆柱形几何形状,通过非线性回归分析将吸收数据拟合到圆柱形吸收函数。该方法使用填充有不同浓度造影剂的玻璃管进行了测试和校准。通过应用从离体犬肺叶获得的血管造影图像的方法,估计了小肺动脉的直径。分析了拟合过程后获得的残差结构,以测试该模型用于血管图像的适用性。结果表明,这种方法将有助于系统地量化血管尺寸。