Wuhan University

Developmental time inference for single-cell and spatial transcriptomes, regressing absolute embryonic age from frozen Geneformer embeddings.

Non-contrast abdominal CT foundation model detecting 11 acute abdominal conditions and grading surgical severity for emergency department triage.

Spectroscopy-grounded molecular foundation model that reads NMR, IR, and mass spectra as text, elucidating structures and generating 3D conformers.

Antibody sequence-structure co-design diffusion model adding atom-level equivariant geometry to residue embeddings, raising CDR-H3 recovery to 38.9%.

Ultrasound foundation model pretrained by federated learning across 16 institutions, transferring to disease diagnosis and lesion segmentation.