In this work, a novel approach that combines encoder-decoder architectures with domain decomposition ... to that of a baseline U-Net trained on the full image, showing that our model provides an ...

To resolve these issues, this paper proposes a feature fusion model using a 3D-CNN and hybrid-GAT named FFCHG. The algorithm consists of two elements: the 3D-CNN, which produces good classification ...

Nevertheless, CNN struggles to capture the global context ... and to capture the relative position relationship. Finally, a decoder based on Mamba is designed to effectively model both global and ...