A new method for automatic liver tumor segmentation from computed tomography (CT) scans based on deep neural network is presented. A modified cascaded U-Net with hybrid attention mechanism is designed ...

In this paper, the problem of liver segmentation in liver CT images is studied, and the MSN-Net model is proposed. The single-hop connection in the traditional U-Net model is replaced by an embedded ...