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Identification and validation of the diagnostic biomarkers. (A) Venn diagram shows the intersection of diagnostic biomarkers based on the four machine learning algorithms. The expression of the 4 diagnostic biomarkers in training cohort (B, C) validation cohort. (D, E) ROC analysis shows the diagnostic effectiveness of the 4 diagnostic biomarkers in training cohort and validation cohort.
