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Metabolite-disease interaction prediction based on logistic matrix factorization and local neighborhood constraints

BACKGROUND: Increasing evidence indicates that metabolites are closely related to human diseases. Identifying disease-related metabolites is especially important for the diagnosis and treatment of disease. Previous works have mainly focused on the global topological information of metabolite and dis...

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Detalles Bibliográficos
Autores principales: Zhao, Yongbiao, Ma, Yuanyuan, Zhang, Qilin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10277486/
https://www.ncbi.nlm.nih.gov/pubmed/37342171
http://dx.doi.org/10.3389/fpsyt.2023.1149947