Validating machine learning models for the prediction of labour induction intervention using routine data: a registry-based retrospective cohort study at a tertiary hospital in northern Tanzania

OBJECTIVES: We aimed at identifying the important variables for labour induction intervention and assessing the predictive performance of machine learning algorithms. SETTING: We analysed the birth registry data from a referral hospital in northern Tanzania. Since July 2000, every birth at this faci...

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Detalles Bibliográficos
Autores principales: Tarimo, Clifford Silver, Bhuyan, Soumitra S, Li, Quanman, Mahande, Michael Johnson J, Wu, Jian, Fu, Xiaoli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
Materias:
Health Informatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647548/
https://www.ncbi.nlm.nih.gov/pubmed/34857568
http://dx.doi.org/10.1136/bmjopen-2021-051925

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647548/
https://www.ncbi.nlm.nih.gov/pubmed/34857568
http://dx.doi.org/10.1136/bmjopen-2021-051925

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