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Prediction of hypertension using traditional regression and machine learning models: A systematic review and meta-analysis

OBJECTIVE: We aimed to identify existing hypertension risk prediction models developed using traditional regression-based or machine learning approaches and compare their predictive performance. METHODS: We systematically searched MEDLINE, EMBASE, Web of Science, Scopus, and the grey literature for...

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Detalles Bibliográficos
Autores principales: Chowdhury, Mohammad Ziaul Islam, Naeem, Iffat, Quan, Hude, Leung, Alexander A., Sikdar, Khokan C., O’Beirne, Maeve, Turin, Tanvir C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8989291/
https://www.ncbi.nlm.nih.gov/pubmed/35390039
http://dx.doi.org/10.1371/journal.pone.0266334