Shanghai Clinical Research and Trial Center

EEG foundation model pairing masked contextual modelling with cross-view invariance learning over 11,000 hours of routine clinical recordings.

Medical vision-language model for MR, CT and radiography, pretrained by curriculum learning on 12 million image-text pairs for zero-shot diagnosis.

Pathology image restoration recovering all-in-focus histology from single defocused focal planes, guided by semantic, defocus, and edge prompts.