Luca Matteo Cornils

Local Label-Informed Feature Transfer for Generating Ground-Truth Medical Images: A Comparison of GAN- and Diffusion-Based Approaches

Rick Wilming, Irem Ozseker, Luca Matteo Cornils, Ahcène Boubekki, Benedict Clark, Danny Panknin, et al.

Validating Explainable Artificial Intelligence (XAI) methods in medical imaging requires ground-truth data with known locations of informative features. However, current approaches rely on expert annotations, which are prone to labeling errors, or on hand-crafted artificial pertu…Read more