Knowledge integration and decision support for accelerated discovery of antibiotic resistance genes

We present a machine learning framework to automate knowledge discovery through knowledge graph construction, inconsistency resolution, and iterative link prediction. By incorporating knowledge from 10 publicly available sources, we construct an Escherichia coli antibiotic resistance knowledge graph...

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Detalles Bibliográficos
Autores principales: Youn, Jason, Rai, Navneet, Tagkopoulos, Ilias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9055065/
https://www.ncbi.nlm.nih.gov/pubmed/35487919
http://dx.doi.org/10.1038/s41467-022-29993-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9055065/
https://www.ncbi.nlm.nih.gov/pubmed/35487919
http://dx.doi.org/10.1038/s41467-022-29993-z

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