Xueyuan Cao

BEAM integrates multiple omics profiles with multiple clinical outcomes using bootstrap resampling to identify significant associations, outperforming existing methods in simulations and a pediatric leukemia application.

This study identifies urine microbiome, metabolite, and cytokine biomarkers to predict pneumonia etiology with high accuracy using LASSO modeling.