Deterministic column subset selection for single-cell RNA-Seq

Analysis of single-cell RNA sequencing (scRNA-Seq) data often involves filtering out uninteresting or poorly measured genes and dimensionality reduction to reduce noise and simplify data visualization. However, techniques such as principal components analysis (PCA) fail to preserve non-negativity an...

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Detalles Bibliográficos
Publicado en:PLoS One
Main Authors: McCurdy, Shannon R., Ntranos, Vasilis, Pachter, Lior
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2019
Assuntos:
Research Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6347249/
https://ncbi.nlm.nih.gov/pubmed/30682053
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0210571
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