Trong Nghia Hoang

FlowTransOP translates omics signatures between domains without paired samples or feature mappings, outperforming existing methods when data are sparse or features are weakly correlated.

The paper develops AutoTransOP, an autoencoder framework to translate omics signatures across species and contexts, outperforming existing methods in identifying predictive molecular features.