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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2021
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| Materias: | |
| 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 |