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Sub-Pixel Compounding From Elasticity Imaging Data

机译:弹性成像数据中的子像素复合

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摘要

Sub-pixel compounding is a technique that synthesizes the information of an image sequence to form a better-resolved and speckle reduced image. To avoid extra data acquisition time and patient exposure, reuse of the existing data is highly desired. In elasticity imaging, a set of images with slight changes due to deformation is produced, which provides an ideal input for the sub-pixel compounding process. In this paper, a brief review of the resolution enhancement techniques in ultrasound imaging will be provided, and then, a diffusion-regularized, least square approach is presented for sub-pixel compounding image reconstruction. Based on the results, we suggest that (1) B-mode images from elastic imaging are suitable data for sub-pixel compounding and a speckle noise reduced higher-resolution image is a co-product of elasticity imaging; (2) for breast diagnosis, resolution improvement is of strong interest since better depiction of the interior and exterior structures of a tumor provides important detection and diagnostic information; (3) a similar approach could be extended to elasticity imaging with other modalities.
机译:子像素复合是一种合成图像序列信息以形成分辨率更高且斑点减少的图像的技术。为了避免额外的数据采集时间和患者暴露,非常需要重用现有数据。在弹性成像中,会生成一组因变形而略有变化的图像,这为子像素复合过程提供了理想的输入。在本文中,将简要概述超声成像中的分辨率增强技术,然后提出一种用于子像素复合图像重建的扩散规则最小二乘法。根据这些结果,我们建议(1)来自弹性成像的B模式图像是适合于子像素合成的数据,并且减少了斑点噪声的高分辨率图像是弹性成像的副产品; (2)对于乳腺诊断,提高分辨率非常重要,因为更好地描绘肿瘤的内部和外部结构可提供重要的检测和诊断信息; (3)类似的方法可以扩展到具有其他模态的弹性成像。

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