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Deep learning for inferring gene relationships from single-cell expression data

Several methods were developed to mine gene–gene relationships from expression data. Examples include correlation and mutual information methods for coexpression analysis, clustering and undirected graphical models for functional assignments, and directed graphical models for pathway reconstruction....

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Yuan, Ye, Bar-Joseph, Ziv
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6936704/
https://ncbi.nlm.nih.gov/pubmed/31822622
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1911536116
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