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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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Bibliografiske detaljer
Main Authors: Nagarajan, Mahesh B., Huber, Markus B., Schlossbauer, Thomas, Leinsinger, Gerda, Krol, Andrzej, Wismüller, Axel
Format: Artigo
Sprog:Inglês
Udgivet: 2013
Fag:
Online adgang: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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