Open access
Aug 2026
W-AGRU-Net: a dual-stream attention framework for robust brain tumor segmentation in clinical MRI imaging
W-AGRU-Net is proposed, a new dual-stream U-Net framework that combines W-Attention mechanisms with residual connections for strong and accurate glioma segmentation and is thoroughly evaluated on the TCIA LGG Segmentation and Figshare datasets, where it outperformed the state-of-the-art approaches.
Marwa Abbas, H. Mogahed, Aziza I. Hussein et al.
· Scientific Reports · 0 citations