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A Linear Regression Framework for the Receiver Operating Characteristic (ROC) Curve Analysis

The receiver operating characteristic (ROC) curve has been a popular statistical tool for characterizing the discriminating power of a classifier, such as a biomarker or an imaging modality for disease screening or diagnosis. It has been recognized that the accuracy of a given procedure may depend o...

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Bibliographic Details
Main Authors: Zhang, Zheng, Huang, Ying
Format: Artigo
Language:Inglês
Published: 2012
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3836285/
https://ncbi.nlm.nih.gov/pubmed/24273689
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4172/2155-6180.1000137
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