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Using topic modelling for unsupervised annotation of electronic health records to identify an outbreak of disease in UK dogs

A key goal of disease surveillance is to identify outbreaks of known or novel diseases in a timely manner. Such an outbreak occurred in the UK associated with acute vomiting in dogs between December 2019 and March 2020. We tracked this outbreak using the clinical free text component of anonymised el...

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Detalles Bibliográficos
Autores principales: Noble, Peter-John Mäntylä, Appleton, Charlotte, Radford, Alan David, Nenadic, Goran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659617/
https://www.ncbi.nlm.nih.gov/pubmed/34882714
http://dx.doi.org/10.1371/journal.pone.0260402