Hierarchical non-negative matrix factorization using clinical information for microbial communities - Abe, Ko; Hirayama, Masaaki; Ohno, Kinji; Shimamura, Teppei (BMC genomics, 2021)
Keywords: Accuracy; Algorithms; Bacteria; Bayes Theorem; Bayesian analysis; Bayesian hierarchical modeling; Colorectal cancer; Colorectal carcinoma; Computer Simulation; Decomposition; Environment models; Environmental factors; Enzymes; Factorization; Genetic aspects; Genomics; Health aspects; Host-bacteria relationships; Humans; Identification and classification; Mathematical models; Metagenome; Metagenomics; Microbial activity; Microbial populations; Microbiomes; Microbiota; Microbiota (Symbiotic organisms); Microorganisms; Multilevel analysis; Non-negative matrix factorization; Parameter estimation; Software; Japan; Non-negative matrix factorization; Bayesian hierarchical modeling; Metagenomics