no code implementations • 15 Apr 2024 • Luisa Gallée, Catharina Silvia Lisson, Christoph Gerhard Lisson, Daniela Drees, Felix Weig, Daniel Vogele, Meinrad Beer, Michael Götz
We can conclude that attribute scores and visual prototypes enhance confidence in the model.
1 code implementation • 24 Oct 2023 • Luisa Gallee, Meinrad Beer, Michael Goetz
Interpretability is often an essential requirement in medical imaging.
1 code implementation • 12 Aug 2023 • Daniel Wolf, Tristan Payer, Catharina Silvia Lisson, Christoph Gerhard Lisson, Meinrad Beer, Michael Götz, Timo Ropinski
Based on our results, we propose the SparK pre-training for medical imaging tasks with only small annotated datasets.
no code implementations • 14 Dec 2021 • Daniel Schaudt, Christopher Kloth, Christian Spaete, Andreas Hinteregger, Meinrad Beer, Reinhold von Schwerin
Furthermore, we are using a Generative Adversarial Network to generate synthetic X-ray images based on this data.