SoftHybrid: A Hybrid Imputation Algorithm Optimised for Single-Cell Proteomics Data
Yixin Shi, Simon J. Davis, Philip D. Charles, Stephen Taylor, Eszter Dombi, G. Berridge, Daniel Ebner, Roman Fischer
SoftHybrid improves single-cell proteomics data imputation by jointly modeling missingness and protein abundance, outperforming existing methods at low input and matching them at the mini-bulk level.
bioRxiv · Jul 17, 2026 · PreprintBioinformatics