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

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

Abstract 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...

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Bibliographic Details
Main Authors: André F. M. Batista, Carmen S. G. Diniz, Eliana A. Bonilha, Ichiro Kawachi, Alexandre D. P. Chiavegatto Filho
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Pediatrics
Subjects:
Machine learning
Artificial intelligence
Prediction
Neonatal mortality
Birth records
Brazil
Online Access:https://doi.org/10.1186/s12887-021-02788-9

Internet

https://doi.org/10.1186/s12887-021-02788-9

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