Self-supervised deep clustering of single-cell RNA-seq data to hierarchically detect rare cell populations

Single-cell RNA sequencing (scRNA-seq) is a widely used technique for characterizing individual cells and studying gene expression at the single-cell level. Clustering plays a vital role in grouping similar cells together for various downstream analyses. However, the high sparsity and dimensionality...

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Detalles Bibliográficos
Autores principales: Lei, Tianyuan, Chen, Ruoyu, Zhang, Shaoqiang, Chen, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Problem Solving Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539043/
https://www.ncbi.nlm.nih.gov/pubmed/37769630
http://dx.doi.org/10.1093/bib/bbad335

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539043/
https://www.ncbi.nlm.nih.gov/pubmed/37769630
http://dx.doi.org/10.1093/bib/bbad335

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