In the Keynote "Explainable Artificial Intelligence for Medicine" at the Austria Summit of the World Conference on VR Industry in Nanchang China (October 19-20, 2020) David Major and Maria Wimmer talk about the visual interpretation of AI decisions in medicine. In their talk they focus on an important aspect of modern medicine and digital radiology: the interpretation of deep learning-based classification systems, especially on mammography classification, which was the basis of two contributions of VRVis, which were presented at two main conferences in the year 2020.


D. Lenis, D. Major, M. Wimmer, A. Berg, G. Sluiter, K. Bühler (2020): "Domain aware medical image classifier interpretation by counterfactual impact analysis," International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020.



D. Major, D. Lenis, M. Wimmer, G. Sluiter, A. Berg, and K. Bühler, "Interpreting medical image classifiers by optimization based counterfactual impact analysis," IEEE International Symposium on Biomedical Imaging, Iowa City, 2020.

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