HiCat:用于单元类型注释的半监督方法

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Chang Bi1, Kailun Bai1, Xuekui Zhang1

  • 1Department of Mathematics and Statistics, University of Victoria, 3800 Finnerty Road, Victoria, BC V8P 5C2, Canada.

Briefings in bioinformatics
|August 20, 2025
PubMed
概括

HiCat是一个全新的半监督管道,通过准确地注释已知的细胞类型和发现新的细胞类型来增强单细胞RNA测序 (scRNA-seq) 分析. 这种方法克服了现有的监督和无监督方法改善细胞识别的局限性.

关键词:
单元格注释半监督学习单细胞RNA测序变形嵌入式

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