Chun-Mei Duan

ADA-3D: adaptive dimensional attention with dynamic fusion for 3D medical image segmentation

3D medical image segmentation is frequently challenged by voxel anisotropy, low-contrast boundaries, and discontinuous inter-slice structures. This paper proposes Adaptive Dimensional Attention (ADA), a lightweight plug-and-play attention module for volumetric segmentation. ADA decouples feature calibration into hierar...