Stability of single-cell dimension reduction after data shuffling

Yu Ting Hsu,Jia-Ming Chang

2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)(2021)

引用 0|浏览1
暂无评分
摘要
Single-cell RNA sequencing is a precise method for quantifying transcriptomes at the single-cell level instead of a bulk RNAseq on large populations of cells. However, high-dimensional scRNA-seq data is difficult to visualize. Packages are available for scRNA-seq dimension reduction such that biologists can understand the relation among cell types. We investigate visualization stability in low dim...
更多
查看译文
关键词
Dimensionality reduction,Sequential analysis,Communication systems,RNA,Sociology,Data visualization,Cells (biology)
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要