Deep learning system for the auxiliary diagnosis of thyroid eye disease: evaluation of ocular inflammation, eyelid retraction, and eye movement disorder
The deep learning-based auxiliary diagnostic model for TED established in this study exhibits high accuracy and interpretability in the diagnosis of ocular inflammation related to CAS, eyelid retraction, and eye movement disorders. It holds significant medical value in assisting doctors in formulating treatment plans and evaluating therapeutic effects.
Authors
- Chunfang Yan
- Yu Han (ORCID: https://orcid.org/0009-0004-8827-2082)
- Xinying Xu (ORCID: https://orcid.org/0000-0001-5968-5989)
- Jun Xie
- Han Liu (ORCID: https://orcid.org/0000-0002-2224-1652)
- Bing Sun (ORCID: https://orcid.org/0000-0002-4407-3135)
Institutions
- Shanxi Medical University (CN)
- Shanxi University (CN)
- Jinzhong University (CN)
- Shanxi Eye Hospital (CN)
- Taiyuan University of Technology (CN)
Publication Details
- Journal
- Frontiers in Cell and Developmental Biology
- Published
- 2025-06-16
- DOI
- https://doi.org/10.3389/fcell.2025.1609231
- Citations
- 1
- Primary Topic
- Ophthalmology and Eye Disorders
- Type
- article
- Field-Weighted Citation Impact
- 1.47