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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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Bibliografski detalji
Izdano u:Proc Natl Acad Sci U S A
Glavni autori: Yuan, Ye, Bar-Joseph, Ziv
Format: Artigo
Jezik:Inglês
Izdano: National Academy of Sciences 2019
Teme:
Online pristup: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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