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Impact of Methodological Assumptions and Covariates on the Cutoff Estimation in ROC Analysis

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The receiver operating characteristic (ROC) curve stands as a cornerstone in assessing the efficacy of biomarkers for disease diagnosis. Beyond merely evaluating performance, it provides with an optimal cutoff for biomarker values, crucial for disease categori... ...