CBCT assisted diagnosis system for temporomandibular joint disc displacement based on deep learning
The proposed model demonstrates preliminary screening capability for TMJ disc displacement using CBCT images. While its current performance precludes standalone diagnostic use, the model may serve as a practical triage tool in orthodontic settings, assisting in the early identification of patients who should be referred for confirmatory MRI and offering references for related research.
Authors
- Z. Wang
- Chao Liu (ORCID: https://orcid.org/0000-0001-6637-1689)
- Qianglan Zhai
- Yijiao Fu
- Mengjuan Cui
- Jiayi Li (ORCID: https://orcid.org/0009-0008-8891-5892)
- Qingwen Wu
- Xingtai Huang
Institutions
- Shanghai Stomatological Hospital (CN)
- Shanghai Ninth People's Hospital (CN)
- Affiliated Hospital of Jining Medical University (CN)
Publication Details
- Journal
- Progress in Orthodontics
- Published
- 2026-02-09
- DOI
- https://doi.org/10.1186/s40510-026-00606-5
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Shanghai Jiao Tong University
- School of Medicine, Shanghai Jiao Tong University