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A Dirichlet-Multinomial Bayes Classifier for Disease Diagnosis with Microbial Compositions

ABSTRACT Dysbiosis of microbial communities is associated with various human diseases, raising the possibility of using microbial compositions as biomarkers for disease diagnosis. We have developed a Bayes classifier by modeling microbial compositions with Dirichlet-multinomial distributions, which...

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Principais autores: Xiang Gao, Huaiying Lin, Qunfeng Dong
Formato: Artigo
Idioma:Inglês
Publicado em: American Society for Microbiology 2017-12-01
coleção:mSphere
Assuntos:
Bayes classifier
Dirichlet-multinomial distribution
disease diagnosis
microbiome
Acesso em linha:https://journals.asm.org/doi/10.1128/mSphereDirect.00536-17
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