Hybrid two-stage CNN for detection and staging of periodontitis on panoramic radiographs
These results demonstrate the potential of this hybrid two-stage CNN model as a diagnostic aid for periodontitis in panoramic radiographs. Further development of this approach could enhance its clinical applicability and accuracy.
Authors
- Eha Renwi Astuti (ORCID: https://orcid.org/0000-0002-3815-9485)
- Aga Satria Nurrachman (ORCID: https://orcid.org/0000-0003-3788-8499)
- Adioro Soetojo (ORCID: https://orcid.org/0000-0002-8632-5492)
- Rini Widyaningrum (ORCID: https://orcid.org/0000-0002-5014-9554)
- Amalia Nur Faadiya
- A H Nasution
- Netya Dzihni Kinanggit
Institutions
- Universitas Gadjah Mada (ID)
- Universitas Airlangga (ID)
Publication Details
- Journal
- Journal of Oral Biology and Craniofacial Research
- Published
- 2025-08-28
- DOI
- https://doi.org/10.1016/j.jobcr.2025.08.019
- Citations
- 4
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 7.16