IEEE

Multi-Modal Federated Learning for Cancer Staging Over Non-IID Datasets With Unbalanced Modalities

Abstract: The use of machine learning (ML) for cancer staging through medical image analysis has gained substantial interest across medical disciplines. When accompanied by the innovative federated ...
IEEE

Ensemble Federated Learning With Non-IID Data in Wireless Networks

Abstract: Federated learning is a promising technique to implement network intelligence for the sixth generation (6G) communication systems. However, the collected data in wireless networks is ...