Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing. - Louisa Fay; Erick Cobos; Bin Yang 009; Sergios Gatidis; Thomas Küstner (IEEE Access, 2023)

Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging. - Sarah Müller; Louisa Fay; Lisa M. Koch; Sergios Gatidis; Thomas Küstner; Philipp Berens (MLMI@MICCAI (2), 2024)

Structuring Radiology Reports: Challenging LLMs with Lightweight Models. - Johannes Moll; Louisa Fay; Asfandyar Azhar; Sophie Ostmeier; Tim Lueth; Sergios Gatidis; Curtis P. Langlotz; Jean-Benoit Delbrouck (CoRR, 2025)