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A scaling transformation for classifier output based on likelihood ratio: Applications to a CAD workstation for diagnosis of breast cancer

Purpose: The authors developed scaling methods that monotonically transform the output of one classifier to the “scale” of another. Such transformations affect the distribution of classifier output while leaving the ROC curve unchanged. In particular, they investigated transformations between radiol...

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Detalhes bibliográficos
Main Authors: Horsch, Karla, Pesce, Lorenzo L., Giger, Maryellen L., Metz, Charles E., Jiang, Yulei
Formato: Artigo
Idioma:Inglês
Publicado em: American Association of Physicists in Medicine 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3350543/
https://ncbi.nlm.nih.gov/pubmed/22559651
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.3700168
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