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Robust RNA-seq data analysis using an integrated method of ROC curve and Kolmogorov-Smirnov test

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It is a common approach to dichotomize a continuous biomarker in clinical setting for the convenience of application. Analytically, results from using a dichotomized biomarker are often more reliable and resistant to outliers, bi-modal and other unknown distri... ...