A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer
chapter
posted on 2017-12-06, 00:00authored byBrijesh 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