Laura Kühlewein

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Diffusion Model

Diabetic Retinopathy

Top Venues

Medical Image Anal.

Publications

Kerol Djoumessi, Bubacarr Bah, Laura Kühlewein, Philipp Berens, Lisa M. Koch
This actually looks like that: Proto-BagNets for local and global interpretability-by-design. CoRR (2024)
Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein, Lisa M. Koch, Philipp Berens
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models. CoRR (2023)
Kerol R. Djoumessi Donteu, Indu Ilanchezian, Laura Kühlewein, Hanna Faber, Christian F. Baumgartner, Bubacarr Bah, Philipp Berens, Lisa M. Koch
Sparse Activations for Interpretable Disease Grading. MIDL (2023)
Murat Seçkin Ayhan, Louis Benedikt Kümmerle, Laura Kühlewein, Werner Inhoffen, Gulnar Aliyeva, Focke Ziemssen, Philipp Berens
Clinical validation of saliency maps for understanding deep neural networks in ophthalmology. Medical Image Anal. 77 (2022)
Murat Seçkin Ayhan, Laura Kühlewein, Gulnar Aliyeva, Werner Inhoffen, Focke Ziemssen, Philipp Berens
Expert-validated estimation of diagnostic uncertainty for deep neural networks in diabetic retinopathy detection. Medical Image Anal. 64 (2020)