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

• Auteurs principaux: Yicheng Xue (Auteur), Silong Chen (Auteur), Mengmeng Zhang (Auteur), Xiaojuan Cai (Auteur), Jialian Zheng (Auteur), Shihua Wang (Auteur), Yan Chen (Auteur)
• Format: Livre
• Publié: Tehran University of Medical Sciences, 2022-05-01T00:00:00Z.
• Sujets: article
• Accès en ligne: Connect to this object online.

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...