Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification

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