MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis

BACKGROUND: With the rapid development of high-throughput technique, multiple heterogeneous omics data have been accumulated vastly (e.g., genomics, proteomics and metabolomics data). Integrating information from multiple sources or views is challenging to obtain a profound insight into the complica...

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Detalles Bibliográficos
Autores principales: Ma, Yuanyuan, Zhao, Junmin, Ma, Yingjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672850/
https://www.ncbi.nlm.nih.gov/pubmed/33203357
http://dx.doi.org/10.1186/s12859-020-03555-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672850/
https://www.ncbi.nlm.nih.gov/pubmed/33203357
http://dx.doi.org/10.1186/s12859-020-03555-w

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