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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
Autores principales: Zhu, Qiang, Jiang, Xingpeng, Zhu, Qing, Pan, Min, He, Tingting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883002/
https://www.ncbi.nlm.nih.gov/pubmed/31824573
http://dx.doi.org/10.3389/fgene.2019.01182