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Contrast Optimization in Clinical Contrast-Enhanced Digital Mammography Images

机译:临床对比增强数字乳腺X线摄影图像的对比优化

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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是基于使用数字乳腺X线摄影设备和注射碘化造影剂的放射技术,以增强感兴趣组织的可视化。在以前的作品中,我们的小组提出了使用基于图像的重量减法的双能颞CEDM的形式主义,这已将成功应用于幻象数据。该方法需要通过放射科学专家选择ROI,以确定权重因子。在这项工作中,我们提出了一种改善由双能量颞型CEDM减法导致的临床图像中的对比度的替代方案,同时由于放射科学家的ROI选择,释放来自歧义的方法。新的减法算法基于使用权重因子的使用逐像素。在随机选择的10名患者的图像上评估方法后的主要结果是对比度的显着改善(〜5次),达到与用单能减法获得的值相似的值。

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