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Single-cell data clustering based on sparse optimization and low-rank matrix factorization

Unsupervised clustering is a fundamental step of single-cell RNA-sequencing (scRNA-seq) data analysis. This issue has inspired several clustering methods to classify cells in scRNA-seq data. However, accurate prediction of the cell clusters remains a substantial challenge. In this study, we propose...

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Detalles Bibliográficos
Autores principales: Hu, Yinlei, Li, Bin, Chen, Falai, Qu, Kun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8495739/
https://www.ncbi.nlm.nih.gov/pubmed/33787873
http://dx.doi.org/10.1093/g3journal/jkab098