Automated deep learning detection of orthodontically induced external apical root resorption in maxillary incisors on panoramic radiographs
The YOLOv12x PE model offers a reliable and sensitive tool for detecting varying degrees of root resorption on panoramic radiographs. Its fine-grained anatomical localization capabilities provide an advantage for early diagnosis, making it a promising approach for clinical decision support in orthodontics.
Authors
- Samet Özden
- Betül Kula
- Mahmut Tankuş
Institutions
- Inonu University (TR)
- İstanbul Galata Üniversitesi
- Harran University (TR)
- Galatasaray University (TR)
Publication Details
- Journal
- Progress in Orthodontics
- Published
- 2026-02-26
- DOI
- https://doi.org/10.1186/s40510-026-00610-9
- Primary Topic
- Orthodontics and Dentofacial Orthopedics
- Type
- article
- Field-Weighted Citation Impact
- 0.00