Zhi Wei

FedEdgeR: federated and privacy-preserving edgeR for differential gene expression analysis

Motivation: Multi-center RNA-seq studies improve statistical power, but privacy regulations restrict patient-level data sharing. Meta-analysis methods avoid this restriction but lose power, especially under per-site imbalance. Federated learning allows sites to share only summary statistics. Among the three dominant di...