Evaluation of Cell Type Annotation R Packages on Single-cell RNA-seq Data

Evaluation of Cell Type Annotation R Packages on Single-cell RNA-seq Data

Annotating cell types is a critical step in single-cell RNA sequencing (scRNA-seq) data analysis. Some supervised or semi-supervised classification methods have recently emerged to enable automated cell type identification. However, comprehensive evaluations of these methods are lacking. Moreover, i...

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Bibliográfalaš dieđut
Váldodahkkit: Qianhui Huang, Yu Liu, Yuheng Du, Lana X. Garmire
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: Oxford University Press 2021-04-01
Ráidu:Genomics, Proteomics & Bioinformatics
Fáttát:
scRNA-seq
Cell type
Annotation
Classification
Benchmark
Liŋkkat:http://www.sciencedirect.com/science/article/pii/S1672022920301443

Interneahtta

http://www.sciencedirect.com/science/article/pii/S1672022920301443

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