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Developing a hypertension visualization risk prediction system utilizing machine learning and health check-up data
As an important risk factor for many cardiovascular diseases, hypertension requires convenient and reliable methods for prevention and intervention. This study designed a visualization risk prediction system based on Machine Learning and SHAP as an auxiliary tool for personalized health management o...
Autores principales: | Du, Jinsong, Chang, Xiao, Ye, Chunhong, Zeng, Yijun, Yang, Sijia, Wu, Shan, Li, Li |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622553/ https://www.ncbi.nlm.nih.gov/pubmed/37919314 http://dx.doi.org/10.1038/s41598-023-46281-y |
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