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PSA and age values of 125 patients who were examined prostate biopsy with pre-diagnosis of prostate cancer in Gaziosmanpasa University Faculty of Medicine Department of Urology at the years of 2005 to 2007. Distribution-free ROC analysis using binary regression techniques.

accommodating covariates roc analysis-2

In addition, if the correlation between the covariate and biomarker is high in disease group and if AUC is approximately 0.75, then there is significant difference between adjusted AUC and AUC.

PSA (Prostate Specific Antigen), a biomarker used for prostate cancer diagnosis, was analyzed based on the adjustments by age. Matching in studies of classification accuracy: implications for analysis, efficiency, and assessment of incremental value.

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Accommodating covariates roc analysis

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