Machine learning based on alcohol drinking-gut microbiota-liver axis in predicting the occurrence of early-stage hepatocellular carcinoma

Machine learning based on alcohol drinking-gut microbiota-liver axis in predicting the occurrence of early-stage hepatocellular carcinoma

Abstract Background Alcohol drinking and gut microbiota are related to hepatocellular carcinoma (HCC), but the specific relationship between them remains unclear. Aims We aimed to establish the alcohol drinking-gut microbiota-liver axis and develop machine learning (ML) models in predicting the occu...

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Main Authors: Yi Yang, Zhiyuan Bo, Jingxian Wang, Bo Chen, Qing Su, Yiran Lian, Yimo Guo, Jinhuan Yang, Chongming Zheng, Juejin Wang, Hao Zeng, Junxi Zhou, Yaqing Chen, Gang Chen, Yi Wang
Format: Article
Language:English
Published: BMC 2024-11-01
Series:BMC Cancer
Subjects:
Early-stage hepatocellular carcinoma
Alcohol drinking
Gut microbiota
Mediation/Moderation effect
Machine learning
Online Access:https://doi.org/10.1186/s12885-024-13161-1
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