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An adaptive incremental approach to constructing ensemble classifiers: Application in an information-theoretic computer-aided decision system for detection of masses in mammograms

Ensemble classifiers have been shown efficient in multiple applications. In this article, the authors explore the effectiveness of ensemble classifiers in a case-based computer-aided diagnosis system for detection of masses in mammograms. They evaluate two general ways of constructing subclassifiers...

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Hlavní autoři: Mazurowski, Maciej A., Zurada, Jacek M., Tourassi, Georgia D.
Médium: Artigo
Jazyk:Inglês
Vydáno: American Association of Physicists in Medicine 2009
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2832038/
https://ncbi.nlm.nih.gov/pubmed/19673196
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.3132304
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