DCM-Net: dual-encoder CNN-Mamba network with cross-branch fusion for robust medical image segmentation
Abstract Background Medical image segmentation is a critical task for the early detection and diagnosis of various conditions, such as skin cancer, polyps, thyroid nodules, and pancreatic tumors. Recently, deep learning architectures have achieved significant success in this field. However, they fac...
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| Autors principals: | , , , , , , , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
BMC
2025-09-01
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| Col·lecció: | BMC Medical Imaging |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1186/s12880-025-01942-4 |
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