中文

Journal of Shanghai University（Natural Science Edition） ›› 2006, Vol. 12 ›› Issue (4): 354-358 .

• Articles • Previous Articles     Next Articles

Classification of Breast Cancer Genes with a Simplified Fuzzy ARTMAP Approach

CHEN Zhi-hong,YAN Zhuang-zhi,LIU Shu-peng   

  1. School of Communication and Information Engineering, Shanghai University, Shanghai 200072, China

  • Received:2005-07-15 Revised:1900-01-01 Online:1900-01-01 Published:1900-01-01
  • Contact: YAN Zhuang-zhi

Cited

1

Abstract:

This paper presents a gene expression-based classification method for hereditary breast cancer, using a simplified fuzzy ART map. The method was tested on gene expression profiles with BRCA1 and BRCA2, respectively, from Hedenfalk's experiment. The results show that the method has a hit rate of 78% estimated by leave one out method.

Key words: gene expression data, SFAM, hereditary breast cancer

CLC Number: