267-CellWhisperer：转录组与文本的多模态学习

这篇文章详细介绍了 CellWhisperer 的开发和评估，这是一种新型多模态人工智能模型和软件，旨在通过自然语言聊天实现交互式单细胞 RNA 测序 (scRNA-seq) 数据探索。CellWhisperer 通过利用对比学习将转录组数据（RNA 谱）与文本注释连接起来，创建了一个统一的多模态嵌入空间。该模型经过精心策划的超过一百万对 RNA 谱和匹配文本注释数据集进行训练，使其能够进行零样本分类、自由文本搜索和聊天式数据查询。通过将 CellWhisperer 集成到流行的 CELLxGENE Explorer 界面中，研究人员现在可以使用自然语言与复杂的生物数据进行交互，从而促进更直观和包容性的生物信息学分析。References:* Schaefer M, Peneder P, Malzl D, et al. Multimodal learning of trans...去小宇宙查看完整单集简介前往小宇宙评论区与主播互动

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