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Neonatal mortality prediction with routinely collected data: a machine learning approach

BACKGROUND: Recent decreases in neonatal mortality have been slower than expected for most countries. This study aims to predict the risk of neonatal mortality using only data routinely available from birth records in the largest city of the Americas. METHODS: A probabilistic linkage of every birth...

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Detalles Bibliográficos
Autores principales: Batista, André F. M., Diniz, Carmen S. G., Bonilha, Eliana A., Kawachi, Ichiro, Chiavegatto Filho, Alexandre D. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8293479/
https://www.ncbi.nlm.nih.gov/pubmed/34289819
http://dx.doi.org/10.1186/s12887-021-02788-9