MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation
Abstract The UNet architecture, based on convolutional neural networks (CNN), has demonstrated its remarkable performance in medical image analysis.However, it faces challenges in capturing long-range dependencies due to the limited receptive fields and inherent bias of convolutional operations.Recently, numerous transformer-based techniques have b