My research focuses on characterizing epithelial-mesenchymal transition (EMT) and the tumor microenvironment (TME) in cancer pathology using advanced computer vision models. By exploring the relationships betwen these concepts, I aim to improve therapeutic strategies and patient outcomes, contributing to more effective and personalized cancer treatments.