Abstract: Existing U-Net-based unsupervised deformable registration methods often fall short in accuracy due to their limited capacity to capture global features, which are essential for precise ...

Abstract: Accurate medical image segmentation is critical to effective treatment strategies. Existing transformer-based methods for image segmentation mostly split the input image into a fixed and ...