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

Abstract

The XGB model based on hip circumference, age, educational level, and physical activity has superior predictive performance and it shows promise in predicting the risk of cognitive impairment in hypertensive clinical settings.