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AUC-based biomarker ensemble with an application on gene scores predicting low bone mineral density

Motivation: The area under the receiver operating characteristic (ROC) curve (AUC), long regarded as a ‘golden’ measure for the predictiveness of a continuous score, has propelled the need to develop AUC-based predictors. However, the AUC-based ensemble methods are rather scant, largely due to the f...

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Autors principals: Zhao, X. G., Dai, W., Li, Y., Tian, L.
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2011
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3198577/
https://ncbi.nlm.nih.gov/pubmed/21908541
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btr516
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