Breast cancer detection by leveraging Machine Learning

被引：79

作者：

Vaka, Anji Reddy ^{[1
]}

Soni, Badal ^{[1
]}

Reddy, Sudheer K.

机构：

[1] Natl Inst Technol, Dept CSE, Silchar, India

来源：

ICT EXPRESS | 2020年 / 6卷 / 04期

关键词：

Machine Learning; Classification; Breast cancer; Deep learning;

D O I：

10.1016/j.icte.2020.04.009

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

India has witnessed 30% of the cases of breast cancer during the last few years and it is likely to increase. Breast cancer in India accounts that one woman is diagnosed every two minutes and every nine minutes, one woman dies. Early detection and diagnosis can save the lives of cancer patients. This paper presents a novel method to detect breast cancer by employing techniques of Machine Learning. The authors carried out an experimental analysis on a dataset to evaluate the performance. The proposed method has produced highly accurate and efficient results when compared to the existing methods. (C) 2020 The Korean Institute of Communications and Information Sciences (KICS). Publishing services by Elsevier B.V.

引用

页码：320 / 324

页数：5

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