A risk prediction model based on machine learning for early cognitive impairment in hypertension: Development and validation study

• Main Authors: Xia Zhong (Author), Jie Yu (Author), Feng Jiang (Author), Haoyu Chen (Author), Zhenyuan Wang (Author), Jing Teng (Author), Huachen Jiao (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundClinical practice guidelines recommend early identification of cognitive impairment in individuals with hypertension with the help of risk prediction tools based on risk factors.ObjectiveThe aim of this study was to develop a superior machine learning model based on easily collected variab...