Houping Xiao

FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models

Foundation models have demonstrated remarkable capabilities in handling diverse modalities and tasks, outperforming conventional artificial intelligence (AI) approaches that are highly task-specific and modality-reliant. In the medical domain, however, the development of comprehensive foundation mod…