Predicting potential microbe-disease associations with graph attention autoencoder, positive-unlabeled learning, and deep neural network

BACKGROUND: Microbes have dense linkages with human diseases. Balanced microorganisms protect human body against physiological disorders while unbalanced ones may cause diseases. Thus, identification of potential associations between microbes and diseases can contribute to the diagnosis and therapy...

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Detalles Bibliográficos
Autores principales: Peng, Lihong, Huang, Liangliang, Tian, Geng, Wu, Yan, Li, Guang, Cao, Jianying, Wang, Peng, Li, Zejun, Duan, Lian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10543759/
https://www.ncbi.nlm.nih.gov/pubmed/37789848
http://dx.doi.org/10.3389/fmicb.2023.1244527

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10543759/
https://www.ncbi.nlm.nih.gov/pubmed/37789848
http://dx.doi.org/10.3389/fmicb.2023.1244527

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