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Diabetes mellitus early warning and factor analysis using ensemble Bayesian networks with SMOTE-ENN and Boruta

Diabetes mellitus (DM) has become the third chronic non-infectious disease affecting patients after tumor, cardiovascular and cerebrovascular diseases, becoming one of the major public health issues worldwide. Detection of early warning risk factors for DM is key to the prevention of DM, which has b...

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Detalles Bibliográficos
Autores principales: Wang, Xuchun, Ren, Jiahui, Ren, Hao, Song, Wenzhu, Qiao, Yuchao, Zhao, Ying, Linghu, Liqin, Cui, Yu, Zhao, Zhiyang, Chen, Limin, Qiu, Lixia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404250/
https://www.ncbi.nlm.nih.gov/pubmed/37543637
http://dx.doi.org/10.1038/s41598-023-40036-5