CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells
Yuansong Zeng, Jiancong Xie, Ningyuan Shangguan, Zhuoyi Wei, Wenbing Li, Yun Su, Shuangyu Yang, Chengyang Zhang, Jinbo Zhang, Nan Fang, Hongyu Zhang, Yutong Lu, Huiying Zhao, Jue Fan, Weijiang Yu, Yuedong Yang
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.
Nature Communications · May 20, 2025Peer-reviewedBioinformatics