Emely Rosbach

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:

2025

4.

Rosbach, Emely; Ganz, Jonathan; Ammeling, Jonas; Riener, Andreas; Aubreville, Marc

Automation Bias in AI-assisted Medical Decision-making under Time Pressure in Computational Pathology Book Section

In: Palm, Christoph; Breininger, Katharina; Deserno, Thomas; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus H.; Tolxdorff, Thomas M. (Ed.): Bildverarbeitung für die Medizin 2025, pp. 129–134, Springer Fachmedien Wiesbaden, Wiesbaden, 2025, ISBN: 9783658474218 9783658474225.

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3.

Ganz, Jonathan; Ammeling, Jonas; Rosbach, Emely; Lausser, Ludwig; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc

Is Self-supervision Enough?: Benchmarking Foundation Models Against End-to-end Training for Mitotic Figure Classification Book Section

In: Palm, Christoph; Breininger, Katharina; Deserno, Thomas; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus H.; Tolxdorff, Thomas M. (Ed.): Bildverarbeitung für die Medizin 2025, pp. 63–68, Springer Fachmedien Wiesbaden, Wiesbaden, 2025, ISBN: 9783658474218 9783658474225.

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2024

2.

Ganz, Jonathan; Marzahl, Christian; Ammeling, Jonas; Rosbach, Emely; Richter, Barbara; Puget, Chloé; Denk, Daniela; Demeter, Elena A.; Tăbăran, Flaviu A.; Wasinger, Gabriel; Lipnik, Karoline; Tecilla, Marco; Valentine, Matthew J.; Dark, Michael J.; Abele, Niklas; Bolfa, Pompei; Erber, Ramona; Klopfleisch, Robert; Merz, Sophie; Donovan, Taryn A.; Jabari, Samir; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc

Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis Journal Article

In: Scientific Reports, vol. 14, no. 1, pp. 26273, 2024, ISSN: 2045-2322.

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1.

Aubreville, Marc; Ganz, Jonathan; Ammeling, Jonas; Rosbach, Emely; Gehrke, Thomas; Scherzad, Agmal; Hackenberg, Stephan; Goncalves, Miguel

Prediction of tumor board procedural recommendations using large language models Journal Article

In: European Archives of Oto-Rhino-Laryngology, 2024, ISSN: 1434-4726.

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