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形态学提取的小梁骨框架叠加在数字化X线片结构上。

Morphologically extracted trabecular skeleton superimposed upon digital radiograph structure.

作者信息

Kumasaka S, Kiyohara S, Takahashi T, Asai H, Kashima I

机构信息

Department of Dentistry for Special Patients, Kanagawa Dental College, Yokosuka, Japan.

出版信息

J Bone Miner Metab. 2000;18(4):208-11. doi: 10.1007/s007740070021.

Abstract

The purpose of this study was to employ a morphological filter to digital X-ray images to extract the morphology of trabecular structures in a clearly understandable visual format. This study compares the trabecular skeleton extracted by a morphological filter to the original digital radiographic image by superimposing the images. A morphological filter (a combination of a single structuring element and a skeleton operation) based on a mathematical morphology theory was used to extract the skeletal pattern of trabecular bone from a digital X-ray image of a human femoral neck. Subset images with different operation numbers (n = 1, n = 2) were obtained, and then each image was superimposed on the original digital radiographic image using the superimpose function of a workstation. The extracted trabecular skeleton pattern was fairly consistent with the trabecular structure seen on the digital image according to the opinion of seven dentomaxillofacial radiologists. In their opinion, the majority of the structural elements were reproduced on the extracted skeleton. However, accurate skeleton elements were not extracted in the region of dense trabecular structure. The morphological filter was able to extract a large portion of the bone trabecular structure as a binary skeletal pattern image from trabecular bone on digital X-ray image, but more work is needed to improve the assessment of dense trabeculae.

摘要

本研究的目的是利用形态学滤波器处理数字化X线图像,以清晰易懂的视觉形式提取小梁结构的形态。本研究通过叠加图像,将形态学滤波器提取的小梁骨架与原始数字化放射图像进行比较。基于数学形态学理论的形态学滤波器(单个结构元素与骨架操作的组合)用于从人体股骨颈的数字化X线图像中提取小梁骨的骨骼模式。获得了具有不同操作次数(n = 1,n = 2)的子集图像,然后使用工作站的叠加功能将每个图像叠加在原始数字化放射图像上。根据七位口腔颌面放射科医生的意见,提取的小梁骨架模式与数字化图像上看到的小梁结构相当一致。在他们看来,大部分结构元素在提取的骨架上得以重现。然而,在致密小梁结构区域未提取到精确的骨架元素。形态学滤波器能够从数字化X线图像上的小梁骨中提取大部分骨小梁结构作为二值化骨骼模式图像,但仍需要更多工作来改进对致密小梁的评估。

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