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Open access Nov 2026

DCLCA-UNet: Dynamic Cross-Level Contextual Attention for 3D Medical Image Segmentation

Accurate 3D medical image segmentation requires effective integration of encoder details and decoder semantics. However, their relative contributions vary across decoding stages and spatial locations, and attention based only on the current feature pair may provide limited guidance in ambiguous regions. To address thes...

Gang Liu, Hao-Yue Yang · 0 citations

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