Comparison of State-of-the-Art Neural Network Survival Models with the Pooled Cohort Equations for Cardiovascular Disease Risk Prediction

BACKGROUND: The Pooled Cohort Equations (PCEs) are race- and sex-specific Cox proportional hazards (PH)-based models used for 10-year atherosclerotic cardiovascular disease (ASCVD) risk prediction with acceptable discrimination. In recent years, neural network models have gained increasing popularit...

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Detalles Bibliográficos
Autores principales: Deng, Yu, Liu, Lei, Jiang, Hongmei, Peng, Yifan, Wei, Yishu, Zhou, Zhiyang, Zhong, Yizhen, Zhao, Yun, Yang, Xiaoyun, Yu, Jingzhi, Lu, Zhiyong, Kho, Abel, Ning, Hongyan, Allen, Norrina B., Wilkins, John T., Liu, Kiang, Lloyd-Jones, Donald M., Zhao, Lihui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9872364/
https://www.ncbi.nlm.nih.gov/pubmed/36694118
http://dx.doi.org/10.1186/s12874-022-01829-w

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