Conditional Imputation for Within-Modality Missingness in Multi-Modal Federated Learning

Wugeng Zheng, Ziwen Kan, Katie Wang +2

Multimodal Federated Learning (MMFL) enables privacy-preserving collaborative training, but real-world clinical applications often suffer from within-modality missingness caused by…