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Human disease prediction from microbiome data by multiple feature fusion and deep learning

Human disease prediction from microbiome data has broad implications in metagenomics. It is rare for the existing methods to consider abundance profiles from both known and unknown microbial organisms, or capture the taxonomic relationships among microbial taxa, leading to significant information lo...

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Detalles Bibliográficos
Autores principales: Chen, Xingjian, Zhu, Zifan, Zhang, Weitong, Wang, Yuchen, Wang, Fuzhou, Yang, Jianyi, Wong, Ka-Chun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971930/
https://www.ncbi.nlm.nih.gov/pubmed/35372808
http://dx.doi.org/10.1016/j.isci.2022.104081