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Disadvantages of using the area under the receiver operating characteristic curve to assess imaging tests: A discussion and proposal for an alternative approach

OBJECTIVES: The objectives are to describe the disadvantages of the area under the receiver operating characteristic curve (ROC AUC) to measure diagnostic test performance and to propose an alternative based on net benefit. METHODS: We use a narrative review supplemented by data from a study of comp...

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Detalhes bibliográficos
Publicado no:Eur Radiol
Main Authors: Halligan, Steve, Altman, Douglas G., Mallett, Susan
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Berlin Heidelberg 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4356897/
https://ncbi.nlm.nih.gov/pubmed/25599932
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00330-014-3487-0
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