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TADA: phylogenetic augmentation of microbiome samples enhances phenotype classification

MOTIVATION: Learning associations of traits with the microbial composition of a set of samples is a fundamental goal in microbiome studies. Recently, machine learning methods have been explored for this goal, with some promise. However, in comparison to other fields, microbiome data are high-dimensi...

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Detalles Bibliográficos
Autores principales: Sayyari, Erfan, Kawas, Ban, Mirarab, Siavash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612822/
https://www.ncbi.nlm.nih.gov/pubmed/31510701
http://dx.doi.org/10.1093/bioinformatics/btz394