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The Prediction Models for High-Risk Population of Stroke Based on Logistic Regressive Analysis and Lightgbm Algorithm Separately

BACKGROUND: We aimed to investigate the high-risk factors of stroke through logistic regressive analysis and using LightGBM algorithm separately. The results of the two models were compared for instructing the prevention of stroke. METHODS: Samples of residents older than 40 years of age were collec...

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Detalles Bibliográficos
Autores principales: Xue, Yicheng, Chen, Silong, Zhang, Mengmeng, Cai, Xiaojuan, Zheng, Jialian, Wang, Shihua, Chen, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Tehran University of Medical Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643232/
https://www.ncbi.nlm.nih.gov/pubmed/36407747
http://dx.doi.org/10.18502/ijph.v51i5.9415