Application of tongue image characteristics and oral-gut microbiota in predicting pre-diabetes and type 2 diabetes with machine learning
The integration of tongue diagnosis with microbiome analysis reveals distinct tongue features and microbial markers. This approach significantly improves the diagnostic capability for Pre-DM and T2DM.
Authors
- Liping Tu (ORCID: https://orcid.org/0000-0002-6029-9775)
- Shixuan Dai
- Ji Cui (ORCID: https://orcid.org/0000-0002-7111-7201)
- Xipeng Qiu (ORCID: https://orcid.org/0000-0001-7163-5247)
- Tao Jiang (ORCID: https://orcid.org/0000-0002-4438-5075)
- Jialin Deng (ORCID: https://orcid.org/0000-0002-5583-2029)
- Xiaojuan Hu (ORCID: https://orcid.org/0000-0003-0078-6712)
- Shi Liu
- Jiatuo Xu
Institutions
- Fudan University (CN)
- Shanghai University of Traditional Chinese Medicine (CN)
Publication Details
- Journal
- Frontiers in Cellular and Infection Microbiology
- Published
- 2024-11-04
- DOI
- https://doi.org/10.3389/fcimb.2024.1477638
- Citations
- 16
- Primary Topic
- Traditional Chinese Medicine Studies
- Type
- article
- Field-Weighted Citation Impact
- 11.46
Funders
- National Natural Science Foundation of China
- China Postdoctoral Science Foundation