Prof. Dr.-Ing. Marc Aubreville

Professorship for Image Understanding and Medical Application of Artificial Intelligence, Ingolstadt University of Applied Sciences

Profile
Participations and Contributions
Publications
Participations and Contributions
All posts
Digital responsibility

Responsibility Gaps in Human-Machine Interactions: The Ambivalence of Trust in AI (ReGInA)

Project

The bidt-funded project investigates the potential vulnerabilities of relying on machines in medical decision-making.

Publications

  • Ammeling, Jonas; Wilm, Frauke; Ganz, Jonathan; Breininger, Katharina; Aubreville, Marc (2023)

    Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge

    Conference paper
    Springer Nature Switzerland, Proceedings in DRAC 2022, MIDOG 2022.: Mitotis Domain Generalization and Diabetic Retinopathy Analysis, Mitotis Domain Generalization and Diabetic Retinopathy Analysis, P. 201-205, Cham
    ISBN: 9783031336577
    Project: ReGInA
  • Ammeling, Jonas; Schmidt, Lars-Henning; Ganz, Jonathan; Nieermair, Tanja; Brochhausen-Delius, Christoph; Schulz, Christian; Breininger, Katharina; Aubreville, Marc (2023)

    Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays

    Conference paper
    Springer Fachmedien Wiesbaden, Proceedings of the German Workshop on Medical Image Computing, Bildverarbeitung für die Medizin 2023, P. 220-225, Wiesbaden
    ISBN: 9783658416560
    Project: ReGInA
  • Ammeling, Jonas; Manger, Carina; Kwaka, Elias; Krügel, Sebastian; Uhl, Matthias; Kießig, Angelika; Fritz, Alexis; Ganz, Jonathan; Riener, Andreas; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc (2023)

    Appealing but Potentially Biasing – Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making

    Conference paper
    ACM, Proceedings of MuC '23: Mensch und Computer 2023, P. 330-335, Rapperswil Switzerland
    ISBN: 9798400707711
    DOI: 10.1145/3603555.3608561
    Project: ReGInA