five

A collection of AI-ready single-cell transcriptomic datasets for single-cell foundation models

收藏
Figshare2025-10-29 更新2026-04-08 收录
下载链接:
https://figshare.com/articles/dataset/A_collection_of_AI-ready_single-cell_transcriptomic_datasets_for_single-cell_foundation_models/30472682/1
下载链接
链接失效反馈
官方服务:
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.
提供机构:
meng, jiayue
创建时间:
2025-10-29
5,000+
优质数据集
54 个
任务类型
进入经典数据集
二维码
社区交流群

面向社区/商业的数据集话题

二维码
科研交流群

面向高校/科研机构的开源数据集话题

数据驱动未来

携手共赢发展

商业合作