Jul 2026
Federated Learning with Global Model Hint for Medical Image Object Detection.
This work proposes FedMHDet: Model Hint Federated Learning Detection Model, a novel federated learning detection framework that leverages multi-scale feature consistency as a global model hint to guide client models, thus mitigating the feature drift problem.
Zhenghua Xu, Gaoxi Zhou, Hexiang Zhang et al.
· IEEE journal of biomedical a... · 0 citations