An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis

Ming Wang, Zhaoyang Duan, Dong Xue +2

The labor-intensive nature of medical data annotation presents a significant challenge for respiratory disease diagnosis, resulting in a scarcity of high-quality labeled datasets i…