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一种自动识别放射影像小梁模式的新方法。

A new method for automatic recognition of the radiographic trabecular pattern.

作者信息

Geraets W G, Van der Stelt P F, Netelenbos C J, Elders P J

机构信息

Department of Oral Radiology, Vrije Universiteit, Amsterdam, The Netherlands.

出版信息

J Bone Miner Res. 1990 Mar;5(3):227-33. doi: 10.1002/jbmr.5650050305.

Abstract

This study reports a method to describe and analyze the structure of the trabecular pattern seen on radiographs of the distal radius. The structure is measured and related to the bone mineral density (BMD) of the lumbar spine measured by dual-photon absorptiometry. Radiographs of hand and wrist combined with additional information of the bone mineral density of the vertebrae serve as testing material. With a computer-aided imaging system, a part of the depicted radius is scanned. The image is filtered and segmented into a bilevel picture consisting of a light network with dark meshes. Seven features of the bilevel picture are measured and analyzed. It is shown that six features correlate significantly with the bone mineral density measured at the lumbar spine, although the correlations between the trabecular pattern and the BMD are too weak to allow precise predictions of BMD values for individuals. Nevertheless, the correlations confirm the existence of a relationship between the radiographic trabecular pattern and the bone mineral density of the lumbar spine. The method is worth being further developed for use on individual patients. It provides a noninvasive tool to make an objective and quantitative assessment of the trabecular pattern.

摘要

本研究报告了一种描述和分析桡骨远端X线片上小梁模式结构的方法。该结构经测量,并与通过双能光子吸收法测量的腰椎骨矿物质密度(BMD)相关联。手部和腕部的X线片以及椎骨骨矿物质密度的附加信息用作测试材料。使用计算机辅助成像系统,对所描绘的桡骨的一部分进行扫描。图像经过滤波并分割成由亮网和暗网组成的二值图像。对二值图像的七个特征进行测量和分析。结果表明,六个特征与腰椎测量的骨矿物质密度显著相关,尽管小梁模式与骨矿物质密度之间的相关性太弱,无法精确预测个体的骨矿物质密度值。然而,这些相关性证实了X线片小梁模式与腰椎骨矿物质密度之间存在关联。该方法值得进一步开发用于个体患者。它提供了一种无创工具,可对小梁模式进行客观定量评估。

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