no code implementations • 23 May 2024 • Hejun Huang, Zuguo Chen, Yi Huang, Guangqiang Luo, Chaoyang Chen, Youzhi Song
Experimental results showcase that this semi-supervised model for automatic segmentation of cardiac images and auxiliary diagnosis attains high accuracy in segmentation and correctness in prediction, demonstrating substantial practical guidance and application value.
1 code implementation • 8 Jun 2023 • Hejun Huang, Zuguo Chen, Ying Zou, Ming Lu, Chaoyang Chen
An efficient Channel Prior Convolutional Attention (CPCA) method is proposed in this paper, supporting the dynamic distribution of attention weights in both channel and spatial dimensions.
1 code implementation • 4 Oct 2022 • Hejun Huang, Zuguo Chen, Chaoyang Chen, Ming Lu, Ying Zou
A network based on complementary consistency training, called CC-Net, has been proposed for semi-supervised left atrium image segmentation.