CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells
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London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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Single-cell sequencing provides transcriptomic profiling at single-cell resolution, uncovering cellular heterogeneity with unprecedented precision. Yet, current single cell data analysis suffers from the inherent data noises, batch effects, and sparsity, highlighting the requirement of a unified model to represent cellular states. To circumvent thi...
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CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells
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TN_cdi_doaj_primary_oai_doaj_org_article_0a6286883ea947e0a6d493c947bb4a9d
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0a6286883ea947e0a6d493c947bb4a9d
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ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-025-59926-5
