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Updated: May 17, 2025

Droplet Barcoding-Based Single Cell Transcriptomics of Adult Mammalian Tissues
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scTrans:稀疏的注意力能力在单细胞RNA-seq数据中快速准确地注释细胞类型.

Zhiyi Zou1, Ying Liu1, Yuting Bai1

  • 1College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China.

PLoS computational biology
|April 4, 2025
PubMed
概括

scTrans是一种基于变压器的新型模型,通过利用所有非零基因,有效地注释单细胞RNA测序数据中的细胞类型,最大限度地减少信息丢失,并改善生物发现的模型概括性.

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相关概念视频

RNA-seq03:21

RNA-seq

RNA sequencing, or RNA-Seq, is a high-throughput sequencing technology used to study the transcriptome of a cell. Transcriptomics helps to interpret the functional elements of a genome and identify the molecular constituents of an organism. Additionally, it also helps in understanding the development of an organism and the occurrence of diseases. 
Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while...
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