A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification. - Alessandro Wollek; Theresa Willem; Michael Ingrisch; Bastian O. Sabel; Tobias Lasser (CoRR, 2022)

Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification. - Alessandro Wollek; Robert Graf; Sasa Cecatka; Nicola Fink; Theresa Willem; Bastian O. Sabel; Tobias Lasser (CoRR, 2023)

Transformer-based interpretable multi-modal data fusion for skin lesion classification. - Theodor Cheslerean-Boghiu; Melia-Evelina Fleischmann; Theresa Willem; Tobias Lasser (CoRR, 2023)

Social media advertising for clinical studies: Ethical and data protection implications of online targeting. - Rainer Mühlhoff; Theresa Willem (Big Data Soc., 2023)

Embedded Ethics in Practice: A Toolbox for Integrating the Analysis of Ethical and Social Issues into Healthcare AI Research. - Theresa Willem; Marie-Christine Fritzsche; Bettina M. Zimmermann; Anna Sierawska; Svenja Breuer; Maximilian Braun; Anja K. Ruess; Marieke A. R. Bak; Franziska B. Schönweitz; Lukas J. Meier; Amelia Fiske; Daniel W. Tigard; et al. (Sci. Eng. Ethics, 2025)

AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis. - Haroui Ma; Francesco Quinzan; Theresa Willem; Stefan Bauer (CoRR, 2025)