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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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Détails bibliographiques
Publié dans:Eur Radiol
Auteurs principaux: Halligan, Steve, Altman, Douglas G., Mallett, Susan
Format: Artigo
Langue:Inglês
Publié: Springer Berlin Heidelberg 2015
Sujets:
Accès en ligne: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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