The chapter will focus on the application of Genetic Algorithms (GAs) in CAD topics. An overview of the GAs will be supplied, with a special focus of their use as optimization technique. In particular, the use of GAs for optimizing the choice of the numerous parameters involved in a CAD detection method will be described. Major advantages induced by the use of a GA in CAD detection issues will be described, both in term of performance improvement and of the investigation of the importance of the different CAD parameter.
R. Campanini, N. Lanconelli (2006). Genetic algorithms in CAD mammography. BELLINGHAM (WA) : SPIE press.
Genetic algorithms in CAD mammography
CAMPANINI, RENATO;LANCONELLI, NICO
2006
Abstract
The chapter will focus on the application of Genetic Algorithms (GAs) in CAD topics. An overview of the GAs will be supplied, with a special focus of their use as optimization technique. In particular, the use of GAs for optimizing the choice of the numerous parameters involved in a CAD detection method will be described. Major advantages induced by the use of a GA in CAD detection issues will be described, both in term of performance improvement and of the investigation of the importance of the different CAD parameter.File in questo prodotto:
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