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

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

Abstract 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 relat...

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Bibliographic Details
Main Authors: Xiu-E. Gao, Jian-Gang Hu, Bo Chen, Yun-Ming Wang, Sheng-Bin zhou
Format: Article
Language:English
Published: BMC 2023-07-01
Series:BMC Bioinformatics
Subjects:
Type 2 diabetes mellitus (T2DM)
Risk factors
Reinforcement learning
Online Access:https://doi.org/10.1186/s12859-023-05405-x

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