scPriorGraph: constructing biosemantic cell–cell graphs with prior gene set selection for cell type...
scPriorGraph: constructing biosemantic cell–cell graphs with prior gene set selection for cell type identification from scRNA-seq data
About this item
Full title
Author / Creator
Cao, Xiyue , Huang, Yu-An , You, Zhu-Hong , Shang, Xuequn , Hu, Lun , Hu, Peng-Wei and Huang, Zhi-An
Publisher
England: BioMed Central Ltd
Journal title
Language
English
Formats
Publication information
Publisher
England: BioMed Central Ltd
Subjects
More information
Scope and Contents
Contents
Cell type identification is an indispensable analytical step in single-cell data analyses. To address the high noise stemming from gene expression data, existing computational methods often overlook the biologically meaningful relationships between genes, opting to reduce all genes to a unified data space. We assume that such relationships can aid...
Alternative Titles
Full title
scPriorGraph: constructing biosemantic cell–cell graphs with prior gene set selection for cell type identification from scRNA-seq data
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_56b87e6f343b4ebfb94715675a4aa99b
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_56b87e6f343b4ebfb94715675a4aa99b
Other Identifiers
ISSN
1474-760X,1474-7596
E-ISSN
1474-760X
DOI
10.1186/s13059-024-03357-w
