Diāna Dupļevska

Assessment of Transfer Learning for H&E Virtual Staining in Veterinary Oncology

Conventional hematoxylin and eosin staining is indispensable for histopathology but is time-, labor-, and resource-intensive, environmentally unsustainable, and sensitive to operator and reagent variability. We developed a two-stage transfer-learning virtual staining (VS) pipeline for generating H&E-like images from la...