Federated Medical Image Classification under Class and Domain Imbalance exploiting Synthetic Sample Generation

Martina Pavan, Matteo Caligiuri, Francesco Barbato +1

Exploiting deep learning in medical imaging faces critical challenges, including strict privacy constraints, heterogeneous imaging devices with varying acquisition properties, and…