BioinformaticsBMC BioinformaticsPeer-reviewed
RankMap: Rank-based reference mapping for fast and robust cell type annotation in spatial and single-cell transcriptomics
Jinming Cheng, Shengdi Li, Serim Kim…·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.
DOI 10.1186/s12859-026-06699-3