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Predictive Modeling of Microbiome Data Using a Phylogeny-Regularized Generalized Linear Mixed Model

Recent human microbiome studies have revealed an essential role of the human microbiome in health and disease, opening up the possibility of building microbiome-based predictive models for individualized medicine. One unique characteristic of microbiome data is the existence of a phylogenetic tree t...

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Detalles Bibliográficos
Autores principales:	Xiao, Jian, Chen, Li, Johnson, Stephen, Yu, Yue, Zhang, Xianyang, Chen, Jun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2018
Materias:	Microbiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030386/ https://www.ncbi.nlm.nih.gov/pubmed/29997602 http://dx.doi.org/10.3389/fmicb.2018.01391

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