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SkipGNN: predicting molecular interactions with skip-graph networks

Molecular interaction networks are powerful resources for molecular discovery. They are increasingly used with machine learning methods to predict biologically meaningful interactions. While deep learning on graphs has dramatically advanced the prediction prowess, current graph neural network (GNN)...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Huang, Kexin, Xiao, Cao, Glass, Lucas M., Zitnik, Marinka, Sun, Jimeng
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7713130/
https://ncbi.nlm.nih.gov/pubmed/33273494
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-77766-9
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