I am a research assistant at the Technical University of Applied Sciences Ingolstadt, where I also received my Master’s degree in User Experience Design. My current research focuses on understanding how medical professionals interact with AI-based decision support systems in digital pathology and radiology. I am particularly interested in how human cognition, specifically cognitive biases, shapes human-machine collaboration in critical environments such as healthcare.
Publications
2026
Benchmarking Foundation Models for Mitotic Figure Classification
"When Two Wrongs Don't Make a Right" - Examining Confirmation Bias and the Role of Time Pressure During Human-AI Collaboration in Computational Pathology
Emely Rosbach, Jonas Ammeling, Sebastian Krügel, Angelika Kießig, Alexis Fritz, Jonathan Ganz, Chloé Puget, Taryn Donovan, Andrea Klang, Maximilian C. Köller, Pompei Bolfa, Marco Tecilla, Daniela Denk, Matti Kiupel, Georgios Paraschou, Mun Keong Kok, Alexander F. H. Haake, Ronald R. De Krijger, Andreas F.-P. Sonnen, Tanit Kasantikul, Gerry M. Dorrestein, Rebecca C. Smedley, Nikolas Stathonikos, Matthias Uhl, Christof A. Bertram, Andreas Riener and Marc Aubreville
Proceedings of the 2025 CHI Conference on Human Factors in Computing Systemsdoilink
Automation Bias in AI-assisted Medical Decision-making under Time Pressure in Computational Pathology
Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis
Jonathan Ganz, Christian Marzahl, Jonas Ammeling, Emely Rosbach, Barbara Richter, Chloé Puget, Daniela Denk, Elena A. Demeter, Flaviu A. Tăbăran, Gabriel Wasinger, Karoline Lipnik, Marco Tecilla, Matthew J. Valentine, Michael J. Dark, Niklas Abele, Pompei Bolfa, Ramona Erber, Robert Klopfleisch, Sophie Merz, Taryn A. Donovan, Samir Jabari, Christof A. Bertram, Katharina Breininger and Marc Aubreville
