Helena Montenegro is a post-doctoral researcher at the Champalimaud Foundation and an Invited Assistant Professor at the Faculty of Engineering of the University of Porto. Her research focuses on privacy-preserving and explainable AI models for computer vision tasks in healthcare. Recently, her research has been focused specifically on the prediction and evaluation of the aesthetic outcomes of breast cancer treatment, aligned with the CINDERELLA project.