Graph Embedding Deep Learning Guides Microbial Biomarkers' Identification

The microbiome-wide association studies are to figure out the relationship between microorganisms and humans, with the goal of discovering relevant biomarkers to guide disease diagnosis. However, the microbiome data is complex, with high noise and dimensions. Traditional machine learning methods are...

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Bibliographic Details
Main Authors: Qiang Zhu, Xingpeng Jiang, Qing Zhu, Min Pan, Tingting He
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Genetics
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.01182/full