Regularized Bayesian transfer learning for population-level etiological distributions

Computer-coded verbal autopsy (CCVA) algorithms predict cause of death from high-dimensional family questionnaire data (verbal autopsy) of a deceased individual, which are then aggregated to generate national and regional estimates of cause-specific mortality fractions. These estimates may be inaccu...

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Detalles Bibliográficos
Autores principales: Datta, Abhirup, Fiksel, Jacob, Amouzou, Agbessi, Zeger, Scott L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511959/
https://www.ncbi.nlm.nih.gov/pubmed/32040180
http://dx.doi.org/10.1093/biostatistics/kxaa001

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511959/
https://www.ncbi.nlm.nih.gov/pubmed/32040180
http://dx.doi.org/10.1093/biostatistics/kxaa001

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