Automatic Multi-Class Classification of 3D Relationships Between the Mandibular Third Molar and Canal on CBCT Using a Geometry-Aware Network
This automated and accurate classification of M3-MC spatial relationships offers valuable clinical utility, supporting enhanced risk evaluation and optimized surgical planning, and ultimately helping to reduce complications such as inferior alveolar nerve injury.
Authors
- Su Yang (ORCID: https://orcid.org/0000-0002-7876-1462)
- Ji Yong Han (ORCID: https://orcid.org/0000-0002-4353-450X)
- Jo-Eun Kim
- Jeong Joon Han (ORCID: https://orcid.org/0000-0001-8975-0198)
- Joo‐Young Park (ORCID: https://orcid.org/0000-0002-0333-6349)
- Kyung-Hoe Huh
- Min-Suk Heo
- Won-Jin Yi
- Hyomin Kim
- Sam-Sun Lee
Institutions
- Seoul National University of Science and Technology (KR)
- Seoul National University (KR)
- Seoul National University Dental Hospital (KR)
Publication Details
- Journal
- Dentomaxillofacial Radiology
- Published
- 2026-03-24
- DOI
- https://doi.org/10.1093/dmfr/twag010
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00