A hybrid MMBERT framework for classifying periodontal bone loss: Integrating visual and textual information
The study presents a classification method for periodontal bone loss based on MMBERT architecture. It demonstrates promising radiographic interpretation performance while necessitating further clinical application research.
Authors
- Jennifer Jeyaruby
- Pradeep Kumar Yadalam
Institutions
- Saveetha University (IN)
Publication Details
- Journal
- Journal of Oral Biology and Craniofacial Research
- Published
- 2026-01-14
- DOI
- https://doi.org/10.1016/j.jobcr.2025.12.013
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00