most citedA Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications

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cs.CV2026

Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-Modal MRI

Andrea Protani, Marc Molina Van Den Bosch, Lorenzo Giusti +6

Modern vision backbones for 3D medical imaging typically process dense voxel grids through parameter-heavy encoder-decoder structures, a design that allocates a significant portion…