📚 Publications

📝 Application of Attention-Based Siamese Composite Neural Network in Medical Image Recognition

Zihao Huang, Yue Wang, Weixing Xin, Xingtong Lin, Huizhen Li, Haowen Chen, Yizhen Lao, Xia Chen
arXiv preprint, 2023

This paper proposes a Siamese neural network integrated with attention mechanisms to tackle few-shot and fine-grained medical image classification. Experimental results on COVID-19 lung samples demonstrate superior robustness and accuracy over standard CNNs under limited data scenarios.