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  4. A case-based reasoning system using feature scaling for computer aided breast cancer
 
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2007
Journal Article
Title

A case-based reasoning system using feature scaling for computer aided breast cancer

Abstract
In this paper a CBR system for mammography CAD that uses feature scaling to improve the systems classification performance is proposed. The CBR system was evaluated on the public DDSM mammography database. We use ROC analysis and leaving-one-out sampling to show that the feature weighting approach results in improved ROC performance.
Author(s)
Elter, M.
Wittenberg, T.
Schulz-Wendtland, R.
Journal
International journal of computer assisted radiology and surgery  
Open Access
DOI
10.1007/s11548-007-0106-4
Additional full text version
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English
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