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A deep learning approach to real-time HIV outbreak detection using genetic data

Pathogen genomic sequence data are increasingly made available for epidemiological monitoring. A main interest is to identify and assess the potential of infectious disease outbreaks. While popular methods to analyze sequence data often involve phylogenetic tree inference, they are vulnerable to err...

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Detalles Bibliográficos
Autores principales: Kupperman, Michael D., Leitner, Thomas, Ke, Ruian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604978/
https://www.ncbi.nlm.nih.gov/pubmed/36240224
http://dx.doi.org/10.1371/journal.pcbi.1010598