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Risk factors and prediction models for cardiovascular complications of hypertension in older adults with machine learning: A cross-sectional study

Background: Hypertension has emerged as a chronic disease prevalent worldwide that may cause severe cardiovascular complications, particularly in older patients. However, there is a paucity of studies that use risk factors and prediction models for cardiovascular complications associated with hypert...

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Principais autores: Yixin Wu, Bo Xin, Qiuyuan Wan, Yanping Ren, Wenhui Jiang
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-03-01
Serier:Heliyon
Fag:
Hypertension
Cardiovascular complications
Risk factors
Back-propagation neural network
Random forest
Older adults
Online adgang:http://www.sciencedirect.com/science/article/pii/S2405844024039720
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