no code implementations • 29 Jul 2023 • Zhongzheng Huang, Jiawei Wu, Tao Wang, Zuoyong Li, Anastasia Ioannou
Despite the success of deep neural networks in medical image classification, the problem remains challenging as data annotation is time-consuming, and the class distribution is imbalanced due to the relative scarcity of diseases.
Image Classification Semi-supervised Medical Image Classification
no code implementations • 24 Jul 2023 • Tao Wang, Zhongzheng Huang, Jiawei Wu, Yuanzheng Cai, Zuoyong Li
Medical image segmentation has made significant progress when a large amount of labeled data are available.
no code implementations • 18 Jan 2023 • Zhongzheng Huang, Tao Wang, Yuanzheng Cai, Lingyu Liang
The automatic detection of skin diseases via dermoscopic images can improve the efficiency in diagnosis and help doctors make more accurate judgments.