作者
Adam Santorelli, Yunpeng Li, Emily Porter, Milica Popović, Mark Coates
发表日期
2014/4/6
研讨会论文
The 8th European Conference on Antennas and Propagation (EuCAP 2014)
页码范围
320-324
出版商
IEEE
简介
In this paper we investigate the use of differential signals to monitor changes within the breast. Specifically, we focus on the use of machine learning classification algorithms to determine whether any malignant tissues are developing. Experimental data is obtained from a 16-element antenna array that transmits a 2-4 GHz broadband pulse. We implement both the Linear Discriminant Analysis and Support Vector Machine (SVM) detection algorithms to analyze the experimentally obtained data.
学术搜索中的文章
A Santorelli, Y Li, E Porter, M Popović, M Coates - The 8th European Conference on Antennas and …, 2014