Branenet: embedding multilayer networks for omics data integration

HIGHLIGHTS

  • who: Surabhi Jagtap from the Universitu00e9 Parisu2011Saclay, Curie, Gifu2011Suru2011Yvette, France have published the article: BRANEnet: embedding multilayer networks for omics data integration, in the Journal: (JOURNAL)
  • what: The authors propose BRANEnet a novel multi-omics integration framework for multilayer heterogeneous networks. The authors evaluate the framework using multi-omics data of Saccharomyces cerevisiae a well-studied yeast model organism. The authors demonstrate the applicability of the learned features for targeted omics inference tasks: transcription factor (TF)-target prediction integrated omics network (ION) inference and module identification. The authors compare the performance of link prediction and . . .

     

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