Developing Synthetic Orthopantomogram Datasets Through Generative Models
Inability to differentiate synthetic OPGs highlights the realism of the generated images, suggesting their high quality. The authors propose using diffusion models to create annotated synthetic datasets for diverse AI training in healthcare diagnostics.
Authors
- Fahad Umer (ORCID: https://orcid.org/0000-0003-3817-5941)
- Niha Adnan (ORCID: https://orcid.org/0000-0003-0039-6589)
- Syed Muhammad Faizan Ahmed
Institutions
- Aga Khan University Hospital (PK)
Publication Details
- Journal
- International Dental Journal
- Published
- 2026-03-13
- DOI
- https://doi.org/10.1016/j.identj.2026.109465
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00