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Screening of potential biomarkers by machine learning. A LASSO logistic regression algorithm to screen disease potential biomarkers; B Based on SVM-RFE algorithm to screen disease potential biomarkers; C UC module clustering dendrogram based on a dissimilarity measure (1-TOM); D Heatmap of the correlation between module eigengenes and active UC; E The intersection of the results of the two algorithms and WGCNA analysis
