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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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Veröffentlicht in:Eur Radiol
Hauptverfasser: Halligan, Steve, Altman, Douglas G., Mallett, Susan
Format: Artigo
Sprache:Inglês
Veröffentlicht: Springer Berlin Heidelberg 2015
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Online Zugang: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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