Biomarker Panel

High collinearity was observed among lymphocytes, leukocytes, NLR, and renal biomarkers before feature selection. Before feature selection, lymphocytes and eGFR were removed from modelling to satisfy the local independence assumption for l…

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High collinearity was observed among lymphocytes, leukocytes, NLR, and renal biomarkers before feature selection. Before feature selection, lymphocytes and eGFR were removed from modelling to satisfy the local independence assumption for latent class analysis. The study assessed a comprehensive serum biomarker panel from blood samples collected at the first RDC consultation.