Comparison of machine learning methods for estimating case fatality ratios: An Ebola outbreak simulation study

BACKGROUND: Machine learning (ML) algorithms are now increasingly used in infectious disease epidemiology. Epidemiologists should understand how ML algorithms behave within the context of outbreak data where missingness of data is almost ubiquitous. METHODS: Using simulated data, we use a ML algorit...

Descripción completa

Detalles Bibliográficos
Autores principales: Forna, Alpha, Dorigatti, Ilaria, Nouvellet, Pierre, Donnelly, Christl A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443081/
https://www.ncbi.nlm.nih.gov/pubmed/34525098
http://dx.doi.org/10.1371/journal.pone.0257005

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443081/
https://www.ncbi.nlm.nih.gov/pubmed/34525098
http://dx.doi.org/10.1371/journal.pone.0257005

Ejemplares similares