VSS-SAM++: Visual State Space-Aware SAM for 3D Medical Image Segmentation.
VSS-SAM++ is introduced, a novel dual-branch architecture that combines SAM's foundational visual priors with Vision Mamba's capacity for modeling long-range spatial dependencies and its robustness to domain shifts and scalability across diverse modalities highlights its potential for clinical deployment.