In this work, we propose a scheme called MUFTI (Multi-Domain Distillation-based Heterogeneous Federated ConTInuous Learning). On one hand, we have extended domain adaptation to FL via extracting ...

The usage of Multi Instance Learning (MIL) for classifying Whole Slide Images (WSIs) has recently increased. Due to their gigapixel size, the pixel-level annotation of such data is extremely expensive ...