WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification

1 code implementation • 25 Jan 2024 • Haitao Gan, Lingchao Fu, Ran Zhou, Weiyan Gan, Furong Wang, Xiaoyan Wu, Zhi Yang, Zhongwei Huang

Specifically, the accuracy of mixed-echoic plaques classification increased by approximately 3. 3%, demonstrating the effectiveness of our approach.

Classification Segmentation +1

Self-training with dual uncertainty for semi-supervised medical image segmentation

no code implementations • 10 Apr 2023 • Zhanhong Qiu, Haitao Gan, Ming Shi, Zhongwei Huang, Zhi Yang

In the field of semi-supervised medical image segmentation, the shortage of labeled data is the fundamental problem.

Image Segmentation Segmentation +2

HD-GCN:A Hybrid Diffusion Graph Convolutional Network

no code implementations • 31 Mar 2023 • Zhi Yang, Kang Li, Haitao Gan, Zhongwei Huang, Ming Shi

HD-GCN utilizes hybrid diffusion by combining information diffusion between neighborhood nodes in the feature space and adjacent nodes in the adjacency matrix.