Xingyu Li

The paper introduces an M-learner approach for detecting heterogeneous mediation effects in high-dimensional omics data, showing it identifies subgroup-specific biological pathways in population studies.

MELODY quantifies total mediation effects in logistic regression for high-dimensional mediators and binary outcomes, outperforming traditional methods in non-rare disease scenarios.