A perspective on federated foundation models in biomedical sensing and imaging
In this perspective paper, we introduce multimodal multi-task federated foundation models (M3T FedFMs) as a paradigm for privacy-preserving and distributed learning over biomedical sensing and imaging data. We outline their architecture, applications across medical sectors, key challenges, and future research direction...
Koushani Chakrabarty, Seyyedali Hosseinalipour, Leslie Ying
· npj Digital Medicine · 0 citations