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Hierarchical non-negative matrix factorization using clinical information for microbial communities

BACKGROUND: The human microbiome forms very complex communities that consist of hundreds to thousands of different microorganisms that not only affect the host, but also participate in disease processes. Several state-of-the-art methods have been proposed for learning the structure of microbial comm...

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Detalles Bibliográficos
Autores principales: Abe, Ko, Hirayama, Masaaki, Ohno, Kinji, Shimamura, Teppei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7863378/
https://www.ncbi.nlm.nih.gov/pubmed/33541264
http://dx.doi.org/10.1186/s12864-021-07401-y