Medical image analysis
UDV-Net: A hybrid CNN and transformer vein segmentation network with vascular prior and spatial awareness.
Bowei Shen, Xiaoquan Huang, Yuli Li, Xinghuan Li, Lili Ma, Yonghong Shi, Shiyao Chen
Published: 202610.1016/j.media.2025.103929
Abstract
CNNs handling multi-scale variations and Transformers modeling long-range dependencies are crucial for vascular segmentation. The fusion of these two models effectively combines the multi-scale local features extracted by CNNs with the global informa…
Preview only. Read the full abstract at the source