Maklad Batoul, Fear Elise C
Annu Int Conf IEEE Eng Med Biol Soc. 2008;2008:21-4. doi: 10.1109/IEMBS.2008.4649081.
Radar-based microwave breast imaging is a prospective complementary imaging method that relies on dielectric property differences. One of the main challenges is removing the overwhelming reflection associated with the skin. In this paper, a skin subtraction method that can be applied to data generated with a realistic three dimensional breast model is presented. The method estimates the skin response of the target antenna as a filtered combination of its neighbors with the use of a modified recursive least squares algorithm and a generalized cross validation technique. The neighbors are selected based on their proximity and their spatial correlation to the target antenna. The method's ability to subtract the skin response and preserve the tumor response is demonstrated.
基于雷达的微波乳腺成像技术是一种利用介电特性差异的前瞻性辅助成像方法。主要挑战之一是去除与皮肤相关的强烈反射。本文提出了一种可应用于由逼真的三维乳房模型生成的数据的皮肤减法方法。该方法使用改进的递归最小二乘算法和广义交叉验证技术,将目标天线的皮肤响应估计为其相邻天线的滤波组合。根据相邻天线与目标天线的接近程度及其空间相关性来选择相邻天线。结果表明该方法具有去除皮肤响应并保留肿瘤响应的能力。