RankMap: Rank-based reference mapping for fast and robust cell type annotation in spatial and single-cell transcriptomics
Jinming Cheng, Shengdi Li, Serim Kim, Chow Hiang Ang, Sin Chi Chew, Pierce Kah-Hoe Chow, Nan Liu
RankMap improves cell type annotation in spatial and single-cell transcriptomics by using rank-based representations and multinomial regression, achieving competitive accuracy and faster runtime.
BMC Bioinformatics · Oct 30, 2026Peer-reviewedBioinformatics