Abstract: In this paper, we are the first to propose a new graph convolution-based decoder namely, Cascaded Graph Convolutional Attention Decoder (G-CASCADE), for 2D medical image segmentation.

Mother Nature captivates us with her breathtaking beauty, majestic landscapes, and awe-inspiring power. From towering mountains to serene oceans, her grandeur ...

In our fast-paced world, it's easy to overlook the subtle cues around us. Yet, nature, in its infinite wisdom, often tries to ...

Abstract: Sleep staging serves as a fundamental assessment for sleep quality measurement and sleep disorder diagnosis. Although current deep learning approaches have successfully integrated multimodal ...