How to interpret a small increase in AUC with an additional risk prediction marker: Decision analysis comes through

An important question in the evaluation of an additional risk prediction marker is how to interpret a small increase in the area under the receiver operating characteristic curve (AUC). Many researchers believe that a change in AUC is a poor metric because it increases only slightly with the additio...

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Bibliographic Details
Main Authors: Baker, Stuart G., Schuit, Ewoud, Steyerberg, Ewout W., Pencina, Michael J., Vickers, Andew, Moons, Karel G. M., Mol, Ben W.J., Lindeman, Karen S.
Format: Artigo
Language:Inglês
Published: 2014
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4156533/
https://ncbi.nlm.nih.gov/pubmed/24825728
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6195
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