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

• Main Authors: Yicheng Xue (Author), Silong Chen (Author), Mengmeng Zhang (Author), Xiaojuan Cai (Author), Jialian Zheng (Author), Shihua Wang (Author), Yan Chen (Author)
• Format: Book
• Published: Tehran University of Medical Sciences, 2022-05-01T00:00:00Z.
• Subjects: article
• Online Access: 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...