Using AI in determining alveolar bone loss in Dental X-rays to aid in periodontal diagnosis
Team
- E/18/297 Piumal Rathnayake [Website, Email]
- E/18/397 Shamod Wijerathne [Website, Email]
- E/18/402 Chathura Wimalasiri [Website, Email]
Supervisors
- Prof. Roshan Ragel [Website, Email]
- Dr. Isuru Nawinne [Website, Email]
- Dr. Sumudu Rasnayake [Website, Email]
- Dr. Dhanushka L Bandara [Website, Email]
- Assoc. Prof. Vajira Thambawita [Website, Email]
📚 Publication
This project has been published. Please find the publication details below:
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Rasnayaka S., Bandara D.L., Jayasundara A., Jayasinghe R., Wimalasiri C., Rathnayake P., Wijerathne S., Ragel R., Thambawita V., Nawinne I.
DenPAR: Annotated Intra-Oral Periapical Radiographs Dataset for Machine Learning
Scientific Data (Nature Portfolio), 2025.
https://www.nature.com/articles/s41597-025-05906-9 -
Wimalasiri C., Rathnayake P., Wijerathne S., Rasnayaka S., Bandara D.L., Ragel R., Thambawita V., Nawinne I.
AI-assisted radiographic analysis in detecting alveolar bone-loss severity and patterns
Scientific Reports (Nature Portfolio), 2026.
https://www.nature.com/articles/s41598-026-38061-1