2 papers
cs.CV2026
Robustifying pathology foundation models via fine-tuning
Alexandre Filiot, Oskar Thaeter, Benoit Schmauch +1
Pathology foundation models (FMs) produce powerful tile-level representations which remain sensitive to scanner and staining variability, undermining deployment across laboratories…
cs.CV2025
Towards Comprehensive Cellular Characterisation of H&E slides
Benjamin Adjadj, Pierre-Antoine Bannier, Guillaume Horent +13
Cell detection, segmentation and classification are essential for analyzing tumor microenvironments (TME) on hematoxylin and eosin (H&E) slides. Existing methods suffer from poor p…