Global-local collaborative framework integrating visual Mamba and Kolmogorov-Arnold networks for robust diabetic retinopathy grading
Abstract Automatic grading of diabetic retinal disease requires modeling global retinal structure and fine-grained local lesion properties together. Most approaches are limited by restricted receptivity fields of convolutional networks or large computational load of Vision Transformers. To solve thi...
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| Autors principals: | , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Springer
2026-06-01
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| Col·lecció: | Discover Computing |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/s10791-026-10131-y |
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