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Context-aware dimensionality reduction deconvolutes gut microbial community dynamics

The translational power of human microbiome studies is limited by high inter-individual variation. We describe a dimensionality reduction tool, compositional tensor factorization (CTF), that incorporates information from the same host, across multiple samples, to reveal patterns driving differences...

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Detalles Bibliográficos
Autores principales:	Martino, Cameron, Shenhav, Liat, Marotz, Clarisse, Armstrong, George, McDonald, Daniel, Vázquez-Baeza, Yoshiki, Morton, James T., Jiang, Lingjing, Dominguez-Bello, Maria Gloria, Swafford, Austin D., Halperin, Eran, Knight, Rob
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7878194/ https://www.ncbi.nlm.nih.gov/pubmed/32868914 http://dx.doi.org/10.1038/s41587-020-0660-7

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