Context-aware dimensionality reduction deconvolutes gut microbial community dynamics
Context-aware dimensionality reduction deconvolutes gut microbial community dynamics
About this item
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Publisher
New York: Nature Publishing Group US
Journal title
Language
English
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Publisher
New York: Nature Publishing Group US
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Scope and Contents
Contents
The translational power of human microbiome studies is limited by high interindividual variation. We describe a dimensionality reduction tool, compositional tensor factorization (CTF), that incorporates information from the same host across multiple samples to reveal patterns driving differences in microbial composition across phenotypes. CTF ident...
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Full title
Context-aware dimensionality reduction deconvolutes gut microbial community dynamics
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Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7878194
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7878194
Other Identifiers
ISSN
1087-0156,1546-1696
E-ISSN
1546-1696
DOI
10.1038/s41587-020-0660-7
