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Contrast Optimization in Clinical Contrast-Enhanced Digital Mammography Images

机译:临床对比增强型乳腺X线摄影图像中的对比度优化

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CEDM is a radiological technique based on the use of digital mammography equipment and the injection of an iodinated contrast medium to enhance the visualization of tissues of interest. In previous works, our group has proposed a formalism for the use of dual-energy temporal CEDM, based on weighted subtraction of images, that has been applied with success to phantom data. This methodology requires the selection of ROIs by a radiologist, to determine the weight factors. In this work, we propose an alternative that improves the contrast in clinical images resulting from dual-energy temporal CEDM subtraction, while freeing the method from ambiguities due to the ROI selection by a radiologist. The new subtraction algorithm is based on the use of weight factors calculated pixel-by-pixel. The main result after evaluation of the methodology on images of 10 patients randomly chosen is a substantial improvement of the contrast (~5 times), reaching values that are similar to those obtained with single energy subtraction.
机译:CEDM是一种放射技术,其基础是使用数字乳房X线照相设备和注射碘化造影剂,以增强目标组织的可视化。在先前的工作中,我们的小组基于图像的加权减法,提出了使用双能时态CEDM的形式主义,并已成功地应用于幻象数据。该方法要求放射科医生选择ROI,以确定重量因子。在这项工作中,我们提出了一种替代方案,可改善因双能时间CEDM减法而产生的临床图像中的对比度,同时使该方法摆脱由于放射科医生选择ROI而产生的歧义。新的减法算法基于使用逐个像素计算的权重因子。在对随机选择的10位患者的图像进行方法学评估后,主要结果是对比度得到了显着改善(〜5倍),达到了与单能量减法获得的相似的值。

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