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Open access Jul 2026

AFFUNet: adaptive feature fusion Transformer U-Net with joint loss function for medical image segmentation

This work proposes Adaptive Feature Fusion U-Net (AFFUNet), an adaptive feature fusion (AFF) Transformer U-Net with a joint loss function, aiming to improve segmentation accuracy through dynamic feature fusion, hard sample reweighting, and explicit boundary optimization.

Ming-Ming Pang, Chu Yang, Yan-Long Luo · 0 citations

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