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Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration

机译:计算机辅助椎骨的可视化和分析:一种使用沙鼠的方法,一种小动物椎间盘退变模型

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Background The purpose of this study is to present an automated system that analyzes digitized x-ray images of small animal spines identifying the effects of disc degeneration. The age-related disc and spine degeneration that occurs in the sand rat ( Psammomys obesus ) has previously been documented radiologically; selected representative radiographs with age-related changes were used here to develop computer-assisted vertebral visualization/analysis techniques. Techniques presented here have the potential to produce quantitative algorithms that create more accurate and informative measurements in a time efficient manner. Methods Signal and image processing techniques were applied to digitized spine x-ray images the spine was segmented, and orientation and curvature determined. The image was segmented based on orientation changes of the spine; edge detection was performed to define vertebral boundaries. Once vertebrae were identified, a number of measures were introduced and calculated to retrieve information on the vertebral separation/orientation and sclerosis. Results A method is described which produces computer-generated quantitative measurements of vertebrae and disc spaces. Six sand rat spine radiographs illustrate applications of this technique. Results showed that this method can successfully automate calculation and analysis of vertebral length, vertebral spacing, vertebral angle, and can score sclerosis. Techniques also provide quantitative means to explore the relation between age and vertebral shape. Conclusions This method provides a computationally efficient system to analyze spinal changes during aging. Techniques can be used to automate the quantitative processing of vertebral radiographic images and may be applicable to human and other animal radiologic models of the aging/degenerating spine.
机译:背景技术这项研究的目的是提出一种自动化系统,该系统可以分析小型动物脊椎的数字化X射线图像,从而确定椎间盘退变的影响。先前已通过放射学记录了沙鼠(Psammomys obesus)中发生的与年龄相关的椎间盘和脊柱变性。在这里使用具有年龄相关变化的精选代表性X线照片来开发计算机辅助椎骨的可视化/分析技术。本文介绍的技术具有产生定量算法的潜力,这些算法可以以高效的方式创建更准确,更有意义的测量结果。方法将信号和图像处理技术应用于脊柱的数字化X射线图像,对脊柱进行分割,确定方向和曲率。根据脊椎的方向变化对图像进行分割;进行边缘检测以定义椎骨边界。一旦识别出椎骨,就可以引入许多措施并进行计算,以获取有关椎骨分离/定向和硬化的信息。结果描述了一种方法,该方法可以产生计算机生成的椎骨和椎间盘间隙的定量测量值。六张砂鼠脊柱X射线照片说明了该技术的应用。结果表明,该方法可以成功地自动进行椎长,椎间距,椎角度的计算和分析,并且可以对硬化进行评分。技术还提供定量手段来探索年龄与椎骨形状之间的关系。结论该方法提供了一种计算有效的系统来分析衰老过程中的脊柱变化。可以使用这些技术来自动化椎骨X线图像的定量处理,并且可以应用于衰老/退化脊柱的人类和其他动物放射学模型。

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