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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Bioinformatics
Hauptverfasser: Magge, Arjun, Weissenbacher, Davy, Sarker, Abeed, Scotch, Matthew, Gonzalez-Hernandez, Graciela
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022665/
https://ncbi.nlm.nih.gov/pubmed/29950020
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty273
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