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Machine learning classifiers provide insight into the relationship between microbial communities and bacterial vaginosis

BACKGROUND: Bacterial vaginosis (BV) is a disease associated with the vagina microbiome. It is highly prevalent and is characterized by symptoms including odor, discharge and irritation. No single microbe has been found to cause BV. In this paper we use random forests and logistic regression classif...

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Detalles Bibliográficos
Autores principales: Beck, Daniel, Foster, James A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4542107/
https://www.ncbi.nlm.nih.gov/pubmed/26294933
http://dx.doi.org/10.1186/s13040-015-0055-3