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MCEPANet: A connectivity-edge guided attention network for robust medical image segmentation with multi-scale boundary preservation

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Medical image segmentation serves as a critical technology to link medical imaging data with clinical decision-making. However, existing segmentation methods still face significant challenges in boundary delineation: the spatial inconsistency caused by non-rig... ...