Deep neural networks and distant supervision for geographic location mention extraction

MOTIVATION: Virus phylogeographers rely on DNA sequences of viruses and the locations of the infected hosts found in public sequence databases like GenBank for modeling virus spread. However, the locations in GenBank records are often only at the country or state level, and may require phylogeograph...

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Detalles Bibliográficos
Autores principales: Magge, Arjun, Weissenbacher, Davy, Sarker, Abeed, Scotch, Matthew, Gonzalez-Hernandez, Graciela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Ismb 2018–Intelligent Systems for Molecular Biology Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022665/
https://www.ncbi.nlm.nih.gov/pubmed/29950020
http://dx.doi.org/10.1093/bioinformatics/bty273

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022665/
https://www.ncbi.nlm.nih.gov/pubmed/29950020
http://dx.doi.org/10.1093/bioinformatics/bty273

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