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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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Vydáno v:Eur Radiol
Hlavní autoři: Halligan, Steve, Altman, Douglas G., Mallett, Susan
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer Berlin Heidelberg 2015
Témata:
On-line přístup: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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