Extending outbreak investigation with machine learning and graph theory: Benefits of new tools with application to a nosocomial outbreak of a multidrug-resistant organism

OBJECTIVE: From January 1, 2018, until July 31, 2020, our hospital network experienced an outbreak of vancomycin-resistant enterococci (VRE). The goal of our study was to improve existing processes by applying machine-learning and graph-theoretical methods to a nosocomial outbreak investigation. MET...

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Detalles Bibliográficos
Autores principales: Atkinson, Andrew, Ellenberger, Benjamin, Piezzi, Vanja, Kaspar, Tanja, Salazar-Vizcaya, Luisa, Endrich, Olga, Leichtle, Alexander B., Marschall, Jonas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929710/
https://www.ncbi.nlm.nih.gov/pubmed/36111457
http://dx.doi.org/10.1017/ice.2022.66

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929710/
https://www.ncbi.nlm.nih.gov/pubmed/36111457
http://dx.doi.org/10.1017/ice.2022.66

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