Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India

BACKGROUND: Machine learning (ML) algorithms have been successfully employed for prediction of outcomes in clinical research. In this study, we have explored the application of ML-based algorithms to predict cause of death (CoD) from verbal autopsy records available through the Million Death Study (...

Descripción completa

Detalles Bibliográficos
Autores principales: Idicula-Thomas, Susan, Gawde, Ulka, Jha, Prabhat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8488544/
https://www.ncbi.nlm.nih.gov/pubmed/34607591
http://dx.doi.org/10.1186/s12889-021-11829-y

Ejemplares similares

Ejemplares similares