Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults

OBJECTIVE: To compare Cox models, machine learning (ML), and ensemble models combining both approaches, for prediction of stroke risk in a prospective study of Chinese adults. MATERIALS AND METHODS: We evaluated models for stroke risk at varying intervals of follow-up (<9 years, 0–3 years, 3–6 ye...

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Detalles Bibliográficos
Autores principales: Chun, Matthew, Clarke, Robert, Cairns, Benjamin J, Clifton, David, Bennett, Derrick, Chen, Yiping, Guo, Yu, Pei, Pei, Lv, Jun, Yu, Canqing, Yang, Ling, Li, Liming, Chen, Zhengming, Zhu, Tingting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324240/
https://www.ncbi.nlm.nih.gov/pubmed/33969418
http://dx.doi.org/10.1093/jamia/ocab068

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324240/
https://www.ncbi.nlm.nih.gov/pubmed/33969418
http://dx.doi.org/10.1093/jamia/ocab068

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