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A Cardiovascular Disease Prediction Model Based on Routine Physical Examination Indicators Using Machine Learning Methods: A Cohort Study

BACKGROUND: Cardiovascular diseases (CVD) are currently the leading cause of premature death worldwide. Model-based early detection of high-risk populations for CVD is the key to CVD prevention. Thus, this research aimed to use machine learning (ML) algorithms to establish a CVD prediction model bas...

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Detalles Bibliográficos
Autores principales: Qian, Xin, Li, Yu, Zhang, Xianghui, Guo, Heng, He, Jia, Wang, Xinping, Yan, Yizhong, Ma, Jiaolong, Ma, Rulin, Guo, Shuxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9247206/
https://www.ncbi.nlm.nih.gov/pubmed/35783868
http://dx.doi.org/10.3389/fcvm.2022.854287