A collection of AI-ready single-cell transcriptomic datasets for single-cell foundation models
收藏NIAID Data Ecosystem2026-05-10 收录
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https://figshare.com/articles/dataset/A_collection_of_AI-ready_single-cell_transcriptomic_datasets_for_single-cell_foundation_models/30472682
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资源简介:
Single-cell foundation models (scFMs) trained on large-scale single-cell omics data, especially single-cell transcriptomic datasets, are revolutionizing our understanding of cellular heterogeneity and biological systems. However, the lack of large-scale, standardized, and artificial intelligence-ready (AI) single-cell data with consistent cell-type annotations limits model reproducibility and generalization. Here, we introduce PreDigs-AI, a high-quality, multi-granular single-cell collection tailored for scFM training and benchmarking. Datasets are uniformly processed and stored in standardized h5ad format for immediate use with models like scGPT and Geneformer.
创建时间:
2025-10-29



