Radboud University Medical Center

Weakly supervised deep learning system that scores 17 histological lesions continuously from kidney transplant biopsy whole-slide images.

Multi-organ CT registration model that aligns thorax, abdomen, and pelvis in one pass and transfers to unseen datasets without fine-tuning.

Peptide-MHC structure prediction by SE(3)-equivariant diffusion, sampling 10 Cα conformations in under 6 seconds at 0.45 Å best-of-10 RMSD.

Peptide-MHC binding affinity and all-atom 3D structure in one attention network pass, reaching 1.19 Å median C-RMSD at 0.009 s per affinity call.