Foundation models (FMs) have recently transformed single-cell genomics by learning transferable representations from large-scale single-cell data, enabling a wide range of downstream biomedical applications. Inspired by natural language processing, existing single-cell FMs adapt transformer architectures by treating ge...
Kaichen Xu, Mianpeng Liu, Hao Wu et al.· Proceedings of the 32nd ACM...· 0 citations
This work presents Target-Oriented Reference Construction (TORC), a widely applicable strategy for constructing reference data from available labeled cells given a target dataset that alleviates the differences in data distribution and cell-type composition between the reference and the target.
Xin Wei, Wen-Jing Ma, Zhi-Jin Wu et al.· Methods in molecular biology· 1 citation
Foundation models (FMs) have recently transformed single-cell genomics by learning transferable representations from large-scale single-cell data, enabling a wide range of downstream biomedical applications. Inspired by natural language processing, existing single-cell FMs adapt transformer architectures by treating ge...
Kaichen Xu, Mianpeng Liu, Hao Wu et al.· Proceedings of the 32nd ACM...· 0 citations
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