https://github.com/TencentAILabHealthcare/scBERT

https://github.com/TencentAILabHealthcare/scBERT

Last synced: 3 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/TencentAILabHealthcare/scBERT
• Owner: TencentAILabHealthcare
• License: gpl-3.0
• Created: 2021-12-31T11:17:35.000Z (almost 3 years ago)
• Default Branch: master
• Last Pushed: 2023-12-13T08:42:37.000Z (11 months ago)
• Last Synced: 2024-06-29T07:51:07.959Z (4 months ago)
• Language: Python
• Size: 44.9 KB
• Stars: 247
• Watchers: 5
• Forks: 55
• Open Issues: 15
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• StarryDivineSky - TencentAILabHealthcare/scBERT - seq数据细胞类型注释的大规模预训练深度语言模型。可靠的细胞类型注释是单细胞RNA测序数据下游分析的先决条件。受大规模预训练语言模型的启发，提出了基于预训练深度神经网络的模型scBERT。scBERT的第一阶段，它通过对大量未标记的scRNA-seq数据进行预训练，获得了对基因 - 基因相互作用的一般理解。然后，预先训练的scBERT可以通过监督微调用于看不见和用户特异性scRNA-seq数据的细胞注释任务。 (其他_生物医药 / 网络服务_其他)