Nan Fang

CellFM is a large-scale foundation model pre-trained on 100 million human cells, outperforming existing models in cell annotation, perturbation prediction, and gene function prediction.

DEMINING detects DNA and RNA mutations in RNA-seq data using DeepDDR, revealing new mutations in leukemia and non-primate species via transfer learning.

SynEcoSys provides a unified platform for analyzing and exploring single-cell transcriptomic data from multiple sources, enhancing data comparability through standardized pipelines and manual annotations.

SCAPTURE identifies and quantifies cleavage and polyadenylation sites from 3' tag-based scRNA-seq, improving cell identity refinement.

In healthy human liver scRNA-seq, ACE2 is detected in 59.7% of cholangiocytes but 2.6% of hepatocytes, so 2019-nCoV may target bile duct cells rather than hepatocytes.