University Hospital RWTH Aachen

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

Patient-level single-cell foundation model that condenses a donor's scRNA-seq profile into one 288-dimensional embedding for disease cohort search.

Diffusion autoencoder framework that morphs H&E tiles until a pathology classifier flips, exposing the morphology behind the prediction.