University Hospital Essen

Complex-valued diffusion model generating synthetic MRI k-space phase from magnitude images, raising k-space skull-stripping Dice from 41.1% to 80.1%.

Vision Transformer for cell instance segmentation and classification in H&E whole-slide images, extended by CellViT++ with foundation backbones.