Shu-Wei Liu

Knowledge Distillation from Medical Vision Foundation Models to Lightweight Networks for Edge Deployment: A Comparative Study

Medical vision foundation models pretrained on large-scale domain-specific data achieve strong clinical performance, but their computational cost precludes deployment on resource-constrained edge devices. We investigate whether the domain-specific representations of a medical foundation model transfer more effectively...