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Kernel principal components based cascade forest towards disease identification with human microbiota

BACKGROUND: Numerous pieces of clinical evidence have shown that many phenotypic traits of human disease are related to their gut microbiome, i.e., inflammation, obesity, HIV, and diabetes. Through supervised classification, it is feasible to determine the human disease states by revealing the intes...

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Detalles Bibliográficos
Autores principales: Zhou, Jiayu, Ye, Yanqing, Jiang, Jiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8697468/
https://www.ncbi.nlm.nih.gov/pubmed/34949186
http://dx.doi.org/10.1186/s12911-021-01705-5