Performance evaluation of machine learning and Computer Coded Verbal Autopsy (CCVA) algorithms for cause of death determination: A comparative analysis of data from rural South Africa

Computer Coded Verbal Autopsy (CCVA) algorithms are commonly used to determine the cause of death (CoD) from questionnaire responses extracted from verbal autopsies (VAs). However, they can only operate on structured data and cannot effectively harness information from unstructured VA narratives. Ma...

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Detalles Bibliográficos
Autores principales: Mapundu, Michael T., Kabudula, Chodziwadziwa W., Musenge, Eustasius, Olago, Victor, Celik, Turgay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Public Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552851/
https://www.ncbi.nlm.nih.gov/pubmed/36238252
http://dx.doi.org/10.3389/fpubh.2022.990838

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552851/
https://www.ncbi.nlm.nih.gov/pubmed/36238252
http://dx.doi.org/10.3389/fpubh.2022.990838

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