Department of Biomedical Engineering, Tampere University of Technology, Tampere, Finland.
Med Eng Phys. 2010 May;32(4):398-406. doi: 10.1016/j.medengphy.2010.02.003. Epub 2010 Mar 1.
Several factors, including preprocessing of the image, can affect the reliability of pQCT-measured bone traits, such as cortical area and trabecular density. Using repeated scans of four different liquid phantoms and repeated in vivo scans of distal tibiae from 25 subjects, the performance of two novel preprocessing methods, based on the down-sampling of grayscale intensity histogram and the statistical approximation of image data, was compared to 3 x 3 and 5 x 5 median filtering. According to phantom measurements, the signal to noise ratio in the raw pQCT images (XCT 3000) was low ( approximately 20dB) which posed a challenge for preprocessing. Concerning the cortical analysis, the reliability coefficient (R) was 67% for the raw image and increased to 94-97% after preprocessing without apparent preference for any method. Concerning the trabecular density, the R-values were already high ( approximately 99%) in the raw images leaving virtually no room for improvement. However, some coarse structural patterns could be seen in the preprocessed images in contrast to a disperse distribution of density levels in the raw image. In conclusion, preprocessing cannot suppress the high noise level to the extent that the analysis of mean trabecular density is essentially improved, whereas preprocessing can enhance cortical bone analysis and also facilitate coarse structural analyses of the trabecular region.
多种因素,包括图像的预处理,会影响 pQCT 测量骨特性的可靠性,如皮质骨面积和骨小梁密度。通过对四个不同液体体模的重复扫描以及 25 名受检者的远端胫骨的重复活体扫描,比较了两种新的预处理方法(基于灰度强度直方图的下采样和图像数据的统计逼近)与 3x3 和 5x5 中值滤波的性能。根据体模测量,原始 pQCT 图像(XCT 3000)的信噪比低(约 20dB),这对预处理构成了挑战。关于皮质骨分析,原始图像的可靠性系数(R)为 67%,预处理后增加到 94-97%,但没有明显偏好任何方法。关于骨小梁密度,原始图像的 R 值已经很高(约 99%),几乎没有改进的空间。然而,与原始图像中密度水平的弥散分布相比,预处理后的图像中可以看到一些粗糙的结构模式。总之,预处理并不能将高噪声水平降低到足以从根本上改善平均骨小梁密度分析的程度,而预处理可以增强皮质骨分析,也有助于骨小梁区域的粗糙结构分析。