Impact of data preprocessing on cell-type clustering based on single-cell RNA-seq data

Journal article

Open access

Peer reviewed

Chunxiang Wang, Xin Gao and Juntao Liu

BMC bioinformatics, Vol.21(1), pp.1-440

07/10/2020

PMCID: 7541255

PMID: 33028196

Abstract

Gene expression data

Methodology

Preprocessing method

SC3

Single-cell clustering

Single-cell RNA-seq data

url

https://doi.org/10.1186/s12859-020-03797-8View

Published (Version of record) Open

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Title: Impact of data preprocessing on cell-type clustering based on single-cell RNA-seq data
Creators - without role: Chunxiang Wang - Shandong University
Xin Gao - King Abdullah University of Science and Technology
Juntao Liu - Shandong University
Publication Details: BMC bioinformatics, Vol.21(1), pp.1-440
Publisher: BioMed Central
Grant note: BAS/1/1624-01, FCC/1/1976-18-01, FCC/1/1976-23-01, FCC/1/1976-25-01, FCC/1/1976-26-01, REI/1/0018-01-01, REI/1/4216-01-01, and URF/1/4098-01-01 / ; 61801265 and 11931008 / ;
Identifiers: 9943033908331
Academic Unit: King Abdullah University of Science & Technology
Language: English
Resource Type: Journal article