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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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Detalhes bibliográficos
Principais autores: Mazurowski, Maciej A., Zurada, Jacek M., Tourassi, Georgia D.
Formato: Artigo
Idioma:Inglês
Publicado em: American Association of Physicists in Medicine 2009
Assuntos:
Acesso em linha: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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