Automated machine learning for image-based detection of dental plaque on permanent teeth
This study demonstrated the potential of Vertex AI AutoML for non-invasive detection of dental plaque. While the two-class model showed promise for clinical use, further studies with larger datasets are recommended to enhance model generalization and real-world applicability.
Authors
- Teerachate Nantakeeratipat
- Natchapon Apisaksirikul
- Boonyaon Boonrojsaree
- Sirapob Boonkijkullatat
- Arida Simaphichet
Institutions
- Srinakharinwirot University (TH)
Publication Details
- Journal
- Frontiers in Dental Medicine
- Published
- 2024-11-28
- DOI
- https://doi.org/10.3389/fdmed.2024.1507705
- Citations
- 7
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 3.45