Deep learning on graphs for multi-omics classification of COPD.

Network approaches have successfully been used to help reveal complex mechanisms of diseases including Chronic Obstructive Pulmonary Disease (COPD). However despite recent advances, we remain limited in our ability to incorporate protein-protein interaction (PPI) network information with omics data...

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Bibliographic Details
Main Authors: Yonghua Zhuang, Fuyong Xing, Debashis Ghosh, Brian D Hobbs, Craig P Hersh, Farnoush Banaei-Kashani, Russell P Bowler, Katerina Kechris
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0284563