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使用B模式超声图像的低成本准实时弹性成像技术。

Low-cost quasi-real-time elastography using B-mode ultrasound images.

作者信息

Kwon Hyock-Ju, Lee Jiwon

机构信息

Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada.

出版信息

Biomed Mater Eng. 2014;24(4):1673-92. doi: 10.3233/BME-140980.

Abstract

A low cost, quasi real-time elastography system, displacement-gradient elastography (DGE), was developed by applying digital image correlation (DIC) method and smoothing algorithm to B-mode ultrasound images. In order to achieve quasi real-time elastogram display, a new fast pattern matching algorithm, decoupled cross-correlation (DCC), was proposed and validated. By applying the DGE to various phantoms, elastograms were generated to identify the lesion with wide variations of stiffness ratio and applied strain. The performance of DGE was qualitatively compared with those from a high-end ultrasound scanner using the elastograms of a commercial elastography breast phantom. DGE was also applied to the ultrasound images of human breast lesions in various BI-RADS categories. This study suggests that DGE may have comparable performance to conventional elastography in detecting breast cancer, while it can be easily implemented onto conventional ultrasound scanners.

摘要

通过将数字图像相关(DIC)方法和平滑算法应用于B超图像,开发了一种低成本的准实时弹性成像系统——位移梯度弹性成像(DGE)。为了实现准实时弹性图显示,提出并验证了一种新的快速模式匹配算法——解耦互相关(DCC)。通过将DGE应用于各种体模,生成弹性图以识别具有广泛刚度比和施加应变变化的病变。使用商用弹性成像乳腺体模的弹性图,将DGE的性能与高端超声扫描仪的性能进行了定性比较。DGE还应用于不同BI-RADS分类的人类乳腺病变的超声图像。这项研究表明,DGE在检测乳腺癌方面可能具有与传统弹性成像相当的性能,同时它可以很容易地应用于传统超声扫描仪。

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