Large Separable Kernel Attention–Driven Multidimensional Feature Cross-Level Fusion Classification Network of Knee Cartilage Injury: Algorithm Development and Validation
The experimental outcomes confirm that the proposed methodology not only achieves exceptional performance in classifying knee cartilage injuries but also offers substantial improvements over existing techniques. This underscores its potential for clinical deployment in enhancing diagnostic precision and efficiency.
Authors
- Yating Yang (ORCID: https://orcid.org/0009-0009-7492-5237)
- Lirong Zhang (ORCID: https://orcid.org/0000-0001-9570-2029)
- Hang Yu (ORCID: https://orcid.org/0009-0006-8659-6205)
Institutions
- Dalian Neusoft University of Information (CN)
Publication Details
- Journal
- JMIR Medical Informatics
- Published
- 2025-12-17
- DOI
- https://doi.org/10.2196/79748
- Primary Topic
- Osteoarthritis Treatment and Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 0.00