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Training Neural Network Classifiers for Medical Decision Making: The Effects of Imbalanced Datasets on Classification Performance

This study investigates the effect of class imbalance in training data when developing neural network classifiers for computer aided medical diagnosis. The investigation is performed in the presence of other characteristics that are typical among medical data, namely small training sample size, larg...

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Detaylı Bibliyografya
Asıl Yazarlar: Mazurowski, Maciej A., Habas, Piotr A., Zurada, Jacek M., Lo, Joseph Y., Baker, Jay A., Tourassi, Georgia D.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2007
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC2346433/
https://ncbi.nlm.nih.gov/pubmed/18272329
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neunet.2007.12.031
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