文章基本信息

标题：Performance Analysis of Artificial Neural Network Based Breast Cancer Detection System
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作者：Satish Saini ; Ritu Vijay
期刊名称：International Journal of Soft Computing & Engineering
电子版ISSN：2231-2307
出版年度：2014
卷号：4
期号：4
页码：70-72
出版社：International Journal of Soft Computing & Engineering
摘要：Breast cancer is one of the leading cancers among women in developed countries including India. Early diagnosis of the cancer allows treatment which could lead to high survival rate or avoids further clinical evaluation or breast biopsy reducing the unnecessary expenditure. This paper aims to build Artificial Neural Network (ANN) model for detection of breast cancer based on Image Registration techniques. Gray Level Co-occurrence Matrix (GLCM) features are extracted and are used to train the ANN. The performance is analysed on the basis of Mean Square Error (MSE) for different number of neurons of ANN.
关键词：Artificial Neural Network; Breast Cancer;Detection; Mammogram.