Detection of malignant tumors in mammograms using SVMs

被引：0

作者：

Jouny, I ^{[1
]}

机构：

[1] Lafayette Coll, Elect & Comp Engn Dept, Easton, PA 18042 USA

来源：

2005 IEEE 31ST ANNUAL NORTHEAST BIOENGINEERING CONFERENCE | 2005年

关键词：

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

This paper proposes an algorithm for automatic detection of malignant tumors in mammograms using support vector machines (SVM). The proposed algorithm is tested using real digital mammograms of normal, benign, or malignant tissue. The results show the potential of SVMs in handling data of high dimension. The contribution is in the preprocessing involved and in the training mechanism needed.

引用

页码：129 / 130

页数：2

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