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Decomposing the Apoptosis Pathway Into Biologically Interpretable Principal Components

Decomposing the Apoptosis Pathway Into Biologically Interpretable Principal Components

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_12c8c825ad494676a98b048715b80cef

Decomposing the Apoptosis Pathway Into Biologically Interpretable Principal Components

About this item

Full title

Decomposing the Apoptosis Pathway Into Biologically Interpretable Principal Components

Publisher

London, England: SAGE Publications

Journal title

Cancer informatics, 2018, Vol.17, p.1176935118771082-1176935118771082

Language

English

Formats

Publication information

Publisher

London, England: SAGE Publications

More information

Scope and Contents

Contents

Principal component analysis (PCA) is one of the most common techniques in the analysis of biological data sets, but applying PCA raises 2 challenges. First, one must determine the number of significant principal components (PCs). Second, because each PC is a linear combination of genes, it rarely has a biological interpretation. Existing methods t...

Alternative Titles

Full title

Decomposing the Apoptosis Pathway Into Biologically Interpretable Principal Components

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_12c8c825ad494676a98b048715b80cef

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_12c8c825ad494676a98b048715b80cef

Other Identifiers

ISSN

1176-9351

E-ISSN

1176-9351

DOI

10.1177/1176935118771082

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