用分形维数分析小梁图案

E. Inoue, K. Ogawa
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引用次数: 5

摘要

作者分析小梁模式出现在x射线骨图像使用分形几何。小梁结构包含有关骨骼强度或内部矿物质的信息。分形维数可以定量地表达复杂的结构,对分析这些小梁结构非常有用。将小梁结构视为一座三维的“山”,采用表面积法计算了小梁结构的分形维数。更准确地说,该方法利用了结构的表面积和基尺。为了研究分形维数与患者年龄或疾病之间的关系,作者使用了38张出现小梁结构的放射图像。结果发现,骨小梁结构分形维数与患者年龄有关。
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Analysis of trabecular patterns using fractal dimensions
The authors analyse trabecular patterns which appear in the X-ray bone images using fractal geometry. The trabecular structures contain the information about the bone strength or the inner minerals. Fractal dimensions are useful for analyzing of these trabecular structures because they can express complex patterns quantitatively. The authors calculated the fractal dimensions of the trabecular structures by using the surface area method which treats the structures as a three-dimensional "mountain". More precisely, the method uses the surface areas of the structures and the basis rulers. To study the relationship between a fractal dimension and patient's age or diseases, the authors used 38 radiographic images in which the trabecular structures appeared. As a result, the authors found that the fractal dimension of the trabecular bone structure was related to the age of the patients.
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