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Naive Bayes classifiers for verbal autopsies: comparison to physician-based classification for 21,000 child and adult deaths

BACKGROUND: Verbal autopsies (VA) are increasingly used in low- and middle-income countries where most causes of death (COD) occur at home without medical attention, and home deaths differ substantially from hospital deaths. Hence, there is no plausible “standard” against which VAs for home deaths m...

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Detalles Bibliográficos
Autores principales: Miasnikof, Pierre, Giannakeas, Vasily, Gomes, Mireille, Aleksandrowicz, Lukasz, Shestopaloff, Alexander Y., Alam, Dewan, Tollman, Stephen, Samarikhalaj, Akram, Jha, Prabhat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4660822/
https://www.ncbi.nlm.nih.gov/pubmed/26607695
http://dx.doi.org/10.1186/s12916-015-0521-2