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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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Detalles Bibliográficos
Publicado en:Front Genet
Main Authors: Zhu, Qiang, Jiang, Xingpeng, Zhu, Qing, Pan, Min, He, Tingting
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6883002/
https://ncbi.nlm.nih.gov/pubmed/31824573
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2019.01182
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