Evaluating the risk of hypertension in residents in primary care in Shanghai, China with machine learning algorithms

• Main Authors: Ning Chen (Author), Feng Fan (Author), Jinsong Geng (Author), Yan Yang (Author), Ya Gao (Author), Hua Jin (Author), Qiao Chu (Author), Dehua Yu (Author), Zhaoxin Wang (Author), Jianwei Shi (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

ObjectiveThe prevention of hypertension in primary care requires an effective and suitable hypertension risk assessment model. The aim of this study was to develop and compare the performances of three machine learning algorithms in predicting the risk of hypertension for residents in primary care i...