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Title[redir]:
pROC: an open-source package for R and S+ to analyze and compare ROC curves - PMC
Description:
Receiver operating characteristic (ROC) curves are useful tools to evaluate classifiers in biomedical and bioinformatics applications. However, conclusions are often reached through inconsistent use or insufficient statistical analysis. To support ...
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Keywords {🔍}
roc, curves, doi, test, proc, curve, auc, tests, pauc, bootstrap, google, scholar, smoothing, file, statistical, specificity, pubmed, confidence, sensitivity, comparison, wfns, analysis, data, partial, operating, additional, methods, aucs, paired, package, characteristic, case, computed, receiver, comparing, intervals, plot, method, difference, binormal, pdf, computing, replicates, delongs, interval, click, user, bioinformatics, functions, study,
Topics {✒️}
receiver-operating characteristic analysis references swets ja org/pepe/dabs/rocbasic pmc beta search [google scholar] sonego [google scholar] sing receiver operating characteristic org/package=plyr carpenter poor post-asah outcome [google scholar] turck org/package=verification carey supplementary materials included relative operating characteristic distribution-free procedure license information pmcid clarke-pearson dl [google scholar] org/package=plyr http publisher site pdf org/pepe/dabs/ org/package=verification http united states government aneurysmal subarachnoid haemorrhage constantly spaced levels pattern recogn lett expert rev proteomics development core team aneurysmal subarachnoid hemorrhage predictor = asah$s100 predictor2 = asah$s100 runs significantly faster bring biomarker panels quantile values defines glasgow outcome scale tailed p-values graphical user interface csan public repositories discrete ordinal output local comparative approach tool performing valid established neurological scale user-friendly interfaces med decis making response = asah$outcome multi-reader roc simple linear relationship maximum likelihood estimation abbreviations asah multiparameter panel method proper statistical comparison
Questions {❓}
- Bioinformatics for protein biomarker panel classification: What is needed to bring biomarker panels into in vitro diagnostics?
- Bootstrap confidence intervals: when, which, what?
- What's under the ROC?
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