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A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer

chapter
posted on 06.12.2017, 00:00 by Brijesh VermaBrijesh Verma, P Zhang, K Kumar
This chapter reviews and presents genetic algorithms and statistical methods based approach for early detection and classification of breast cancer using digital mammography. A feature selection using genetic algorithms and statistical methods has been investigated and presented. Genetic algorithms and statistical methods have been combined and a hybrid system has been developed and tested on a benchmark database. A comparative analysis of the results is included in this chapter.

Funding

Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)

History

Editor

Pham TD; Yan H; Crane DI

Parent Title

Advanced computational methods for biocomputing and bioimaging

Start Page

167

End Page

188

Number of Pages

22

ISBN-10

1600212786

Publisher

Nova

Place of Publication

Commack, N.Y.

Open Access

No

Era Eligible

Yes

Number of Chapters

9