University Medical Center Utrecht

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

Vision-language model that drafts case-level pathology reports for cutaneous melanocytic lesions and retrieves slides and reports across modalities.

Computational tumour-infiltrating lymphocyte scoring for breast cancer, regressing the stromal TIL percentage from H&E slide features in one step.