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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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שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Proc Natl Acad Sci U S A
Main Authors: Yuan, Ye, Bar-Joseph, Ziv
פורמט: Artigo
שפה:Inglês
יצא לאור: National Academy of Sciences 2019
נושאים:
גישה מקוונת: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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