Jul 2026
Structure-Aware Attention Prototype Network for Cross-Modality Few-Shot Brain Tumor Segmentation
Multi-modal magnetic resonance imaging (MRI) plays a crucial role in brain tumor diagnosis. However, the substantial physiological sensitivity discrepancies across imaging modalities create a severe domain gap that challenges current cross-modality segmentation methods. Many unsupervised domain adaptation (UDA) approac...
Liang Sun, Ling-Yao Zhu, Jun-Yong Zhao et al.
· IEEE Transactions on Pattern... · 0 citations