MSIF-LNP: microbial and human health association prediction based on matrix factorization noise reduction for similarity fusion and bidirectional linear neighborhood label propagation

MSIF-LNP: microbial and human health association prediction based on matrix factorization noise reduction for similarity fusion and bidirectional linear neighborhood label propagation

Studies have shown that microbes are closely related to human health. Clarifying the relationship between microbes and diseases that cause health problems can provide new solutions for the treatment, diagnosis, and prevention of diseases, and provide strong protection for human health. Currently, mo...

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Bibliographic Details
Main Authors: Hui Xiang, Rong Guo, Li Liu, Tengjie Guo, Quan Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Microbiology
Subjects:
microbe
disease
similarity fusion
label propagation
associations prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1216811/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2023.1216811/full

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