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Quantitative evaluation of dual-energy digital mammography for calcification imaging

机译:双能数字乳腺X线摄影术钙化成像的定量评估

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Dual-energy digital mammography (DEDM), where separate low- and high-energy images are acquired and synthesized to cancel the tissue structures, may improve the ability to detect and visualize microcalcifications. Under ideal imaging conditions, when the mammography image data are free of scatter and other biases, DEDM could be used to determine the thicknesses of the imaged calcifications. We present quantitative evaluation of a DEDM technique for calcification imaging. The phantoms used in the evaluation were constructed by placing aluminium strips of known thicknesses (to simulate calcifications) across breast-tissue-equivalent materials of different glandular-tissue compositions. The images were acquired under narrow-beam geometry and high exposures to suppress the detrimental effects of scatter and random noise. The measured aluminium thicknesses were found to be approximately linear with the true aluminium thicknesses and independent of the underlying glandular-tissue composition. However, the dual-energy images underestimated the true aluminium thickness due to the presence of scatter from adjacent regions. Regions in the DEDM image that contained no aluminium yielded very low aluminium thicknesses (<0.07 mm). The aluminium contrast-to-noise ratio in the dual-energy images increased with the aluminium thickness and decreased with the glandular-tissue composition. The changes to the aluminium contrast-to-noise ratio and the contrast of the tissue structures between the low-energy and DEDM images are also presented.
机译:双能量数字乳腺X线摄影(DEDM)可获取单独的低能量和高能量图像并进行合成以消除组织结构,这可以提高检测和可视化微钙化的能力。在理想的成像条件下,当乳腺X射线摄影图像数据没有散射和其他偏差时,DEDM可用于确定成像钙化的厚度。我们目前对钙化成像的DEDM技术进行定量评估。通过将已知厚度的铝带(模拟钙化)横穿不同腺组织组成的等同于乳腺组织的材料,构造了用于评估的体模。在窄光束几何结构和高曝光量下采集图像,以抑制散射和随机噪声的有害影响。发现测得的铝厚度与真实的铝厚度大致成线性关系,并且与下面的腺体组织组成无关。但是,由于存在来自相邻区域的散射,因此双能图像低估了铝的真实厚度。 DEDM图像中不含铝的区域产生的铝厚度非常低(<0.07毫米)。双能图像中的铝对比度与噪声比随铝厚度的增加而增加,随腺组织的组成而降低。还介绍了铝对比噪声比的变化以及低能和DEDM图像之间组织结构的对比。

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