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Causal discovery approach with reinforcement learning for risk factors of type II diabetes mellitus

BACKGROUND: Statistical correlation analysis is currently the most typically used approach for investigating the risk factors of type 2 diabetes mellitus (T2DM). However, this approach does not readily reveal the causal relationships between risk factors and rarely describes the causal relationships...

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Detalles Bibliográficos
Autores principales: Gao, Xiu-E., Hu, Jian-Gang, Chen, Bo, Wang, Yun-Ming, zhou, Sheng-Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10362703/
https://www.ncbi.nlm.nih.gov/pubmed/37480046
http://dx.doi.org/10.1186/s12859-023-05405-x