Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation. - Tim Rädsch; Leon D. Mayer; Simon Pavicic; A. Emre Kavur; Marcel Knopp; Baris Öztürk; Klaus H. Maier-Hein; Paul F. Jaeger; Fabian Isensee; Annika Reinke; Lena Maier-Hein (CoRR, 2025)

Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study. - Leon D. Mayer; Tim Rädsch; Dominik Michael; Lucas Luttner; Amine Yamlahi; Evangelia Christodoulou; Patrick Godau; Marcel Knopp; Annika Reinke; Fiona R. Kolbinger; Lena Maier-Hein (CoRR, 2025)

Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography. - Marcel Knopp; Christoph J. Bender; Niklas Holzwarth; Yi Li; Julius Kempf; Milenko Caranovic; Ferdinand Knieling; Werner Lang; Ulrich Rother; Alexander Seitel; Lena Maier-Hein; Kris K. Dreher (Int. J. Comput. Assist. Radiol. Surg., 2025)