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Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology

OBJECTIVE: While dimension reduction has been previously explored in computer aided diagnosis (CADx) as an alternative to feature selection, previous implementations of its integration into CADx do not ensure strict separation between training and test data required for the machine learning task. Th...

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Detalhes bibliográficos
Main Authors: Nagarajan, Mahesh B., Huber, Markus B., Schlossbauer, Thomas, Leinsinger, Gerda, Krol, Andrzej, Wismüller, Axel
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3914204/
https://ncbi.nlm.nih.gov/pubmed/24355697
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2013.11.003
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