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Individualized prediction of chronic kidney disease for the elderly in longevity areas in China: Machine learning approaches

BACKGROUND: Chronic kidney disease (CKD) has become a major public health problem worldwide and has caused a huge social and economic burden, especially in developing countries. No previous study has used machine learning (ML) methods combined with longitudinal data to predict the risk of CKD develo...

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Detalles Bibliográficos
Autores principales: Su, Dai, Zhang, Xingyu, He, Kevin, Chen, Yingchun, Wu, Nina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634246/
https://www.ncbi.nlm.nih.gov/pubmed/36339144
http://dx.doi.org/10.3389/fpubh.2022.998549