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Updated: Jan 28, 2026

Single-cell Microinjection for Cell Communication Analysis
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Published on: February 26, 2017

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ULMnet:使用单变量线性模型从scRNAseq数据推断物理细胞-细胞通信网络

Sodiq A Hameed1, Luis Fernando Iglesias-Martinez1, Walter Kolch1,2

  • 1Systems Biology Ireland, School of Medicine, University College Dublin, Dublin, Ireland.

Frontiers in immunology
|January 26, 2026
PubMed
概括

在单细胞RNA测序 (scRNAseq) 数据中识别多重体可以揭示物理细胞-细胞相互作用. 我们的ULMnet方法准确地预测细胞组成,并从scRNAseq数据中重建组织相互作用网络.

关键词:
细胞与细胞之间的通信.机器学习 (ML) 是指机器学习.物理细胞-细胞相互作用网络.我们的 scRNAseqq.空间转录组学 (ST)单变线性模型是单变线性模型.

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