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Dr. Harry Seldon
Video
Single-Cell Foundation Models: scGPT and Geneformer
Treating a cell's ranked gene expression as a sentence lets a transformer pretrain over tens of millions of cells and produce transferable cell and gene embeddings. Fine-tuning targets annotation, batch integration, and perturbation response prediction.