Jul 2026
GTUNet: a GNN and transformer enhanced U-Net for coronary artery segmentation
GTUNet is proposed, a novel hybrid framework that synergistically integrates Graph Attention Networks, Transformers, and UNet for robust 3D medical image segmentation and significantly outperforms existing methods in ASSD, highlighting its precision in delineating vascular boundaries.
Mengjun Sheng, Shan-Shan He, Zhiyu Shi
· Signal, Image and Video Proc... · 0 citations