Exploration of oral microbiota alteration and AI-driven non-invasive hyperspectral imaging for CAD prediction
These findings not only emphasize the significant alteration of microbiome colonized on the tongue dorsum in CAD patients but also demonstrate the tongue features associated with microbiome dysbiosis can be identified in hyperspectral images. Thereby the integration of HSI and machine learning provides novel insights into non-invasive diagnosis of CAD.
Authors
- Lilei Yu (ORCID: https://orcid.org/0000-0001-9229-2829)
- Tianyou Xu (ORCID: https://orcid.org/0009-0008-8428-523X)
- Dingming Zhang
- Xiaomeng Yang (ORCID: https://orcid.org/0000-0002-4689-9301)
- Songyun Wang (ORCID: https://orcid.org/0000-0002-9874-3640)
- Xiaoyu Shi
- Xinyu Wang (ORCID: https://orcid.org/0000-0002-0493-3954)
- Wenjing Li (ORCID: https://orcid.org/0000-0003-4535-8623)
- Jian Yang (ORCID: https://orcid.org/0000-0002-1391-1482)
- Yanfei Zhong (ORCID: https://orcid.org/0000-0001-9446-5850)
- Zeyan Li (ORCID: https://orcid.org/0009-0001-6161-2233)
- Fei Zhou (ORCID: https://orcid.org/0009-0003-4575-8296)
- Lei Lei (ORCID: https://orcid.org/0000-0001-5891-5236)
- Xinyu Liu (ORCID: https://orcid.org/0009-0008-8239-6294)
Institutions
- Xi'an University of Science and Technology (CN)
- China Three Gorges University (CN)
- Yanbian University (CN)
- Wuhan University (CN)
- Second Hospital of Yichang (CN)
- State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing (CN)
- Renmin Hospital of Wuhan University (CN)
- Yichang Central People's Hospital (CN)
- Hubei University (CN)
Publication Details
- Journal
- BMC Cardiovascular Disorders
- Published
- 2025-02-15
- DOI
- https://doi.org/10.1186/s12872-025-04555-5
- Citations
- 4
- Primary Topic
- Oral microbiology and periodontitis research
- Type
- article
- Field-Weighted Citation Impact
- 5.86
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Hubei Province
- Wuhan University
- Central University Basic Research Fund of China
- Renmin Hospital of Wuhan University
- National Ten Thousand Talent Program