Neonatal Death Prediction

Here you can download the data used in the following article/paper:

Neonatal Risk Classification Using Machine Learning and Data from Public Health Information Systems and Brazilian Population Census

Jorge R. H. Moreira, Heder S. Bernardino, Alex B. Vieira

Paper:

– Under Review – “Neonatal Risk Classification Using Machine Learning and Data from Public Health Information Systems and Brazilian Population Censu”
– Artificial Intelligence in Medicine Journal

Bibtex:

– Under Construction.

Dataset:

Name File Size Lines
neonataldeathdata.tar.gz 69 MB 8.288.404

Supplementary material:

Figures and tables

Predição de Óbito Neonatal usando Dados dos Sistemas de Informação do SUS e de Censo Demográfico

Bibtex:

@inproceedings{sbcas,
author = {Jorge Moreira and Heder Bernardino and Alex Vieira},
title = {Predição de Óbito Neonatal usando Dados dos Sistemas de Informação do SUS e de Censo Demográfico},
booktitle = {Anais do XXII Simpósio Brasileiro de Computação Aplicada à Saúde},
location = {Teresina},
year = {2022},
keywords = {},
issn = {2763-8952},
pages = {234–245},
publisher = {SBC},
address = {Porto Alegre, RS, Brasil},
doi = {10.5753/sbcas.2022.222569},
url = {https://sol.sbc.org.br/index.php/sbcas/article/view/21635}
}

Scripts and Traces: Material suplementar