Prediction of low Apgar score at five minutes following labor induction intervention in vaginal deliveries: machine learning approach for imbalanced data at a tertiary hospital in North Tanzania

BACKGROUND: Prediction of low Apgar score for vaginal deliveries following labor induction intervention is critical for improving neonatal health outcomes. We set out to investigate important attributes and train popular machine learning (ML) algorithms to correctly classify neonates with a low Apga...

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Detalles Bibliográficos
Autores principales: Tarimo, Clifford Silver, Bhuyan, Soumitra S., Zhao, Yizhen, Ren, Weicun, Mohammed, Akram, Li, Quanman, Gardner, Marilyn, Mahande, Michael Johnson, Wang, Yuhui, Wu, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976377/
https://www.ncbi.nlm.nih.gov/pubmed/35365129
http://dx.doi.org/10.1186/s12884-022-04534-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976377/
https://www.ncbi.nlm.nih.gov/pubmed/35365129
http://dx.doi.org/10.1186/s12884-022-04534-0

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