CellFM
CellFM is an 800-million-parameter single-cell model trained on 100 million human cells.
CellFM (2024, Chinese consortium) reported gains on annotation and perturbation tasks; among the largest single-cell models by parameters.
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Flagged finding · Neural network
How it works
CellFM is a transformer with efficient attention over gene tokens.
Strengths
- Scale
Limitations
- Limited independent evaluation
Since
2024
Latest papers
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Query for this technology: (TITLE:"CellFM" OR ABSTRACT:"CellFM") AND (cancer OR tumor OR tumour OR oncology OR carcinoma OR lymphoma OR leukemia OR leukaemia OR myeloma OR sarcoma OR melanoma OR glioma). Results are unfiltered search hits about CellFM, not a curated reading list.