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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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Dades bibliogràfiques
Publicat a:Proc Natl Acad Sci U S A
Autors principals: Yuan, Ye, Bar-Joseph, Ziv
Format: Artigo
Idioma:Inglês
Publicat: National Academy of Sciences 2019
Matèries:
Accés en línia: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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