Multi-Granularity Mask-Guided Network: An Integrated AI Framework for Region-Level Segmentation and Grading of Cataract Subtypes on AS-OCT Images
: The proposed AI model presented advanced performance on AS-OCT images in automated LOCS III-based cataract grading for CC and NC, and also showed feasibility in PSC assessment.
Authors
- Bingyan Hao (ORCID: https://orcid.org/0000-0002-0852-8083)
- Yuanyuan Gu (ORCID: https://orcid.org/0000-0002-2327-582X)
- Yilin Sun (ORCID: https://orcid.org/0009-0005-1871-2887)
- Yitian Zhao
- Fang Liu
Institutions
- Tongji University (CN)
- Ningbo University of Technology (CN)
- Chinese Academy of Sciences (CN)
- Shanghai Tenth People's Hospital (CN)
- Ningbo Institute of Industrial Technology (CN)
Publication Details
- Journal
- Journal of Clinical Medicine
- Published
- 2026-04-07
- DOI
- https://doi.org/10.3390/jcm15072798
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00