Laura Kühlewein

According to our database, Laura Kühlewein authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

This Actually Looks Like that: Proto-BagNets for Local and Global Interpretability-by-Design.

Kerol Djoumessi, Bubacarr Bah, Laura Kühlewein, Philipp Berens, Lisa M. Koch

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models.

Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein, Lisa M. Koch, Philipp Berens

CoRR, 2023

Sparse Activations for Interpretable Disease Grading.

Kerol R. Djoumessi Donteu, Indu Ilanchezian, Laura Kühlewein, Hanna Faber, Christian F. Baumgartner, Bubacarr Bah, Philipp Berens, Lisa M. Koch

Proceedings of the Medical Imaging with Deep Learning, 2023

2022

Clinical validation of saliency maps for understanding deep neural networks in ophthalmology.

Murat Seçkin Ayhan, Louis Benedikt Kümmerle, Laura Kühlewein, Werner Inhoffen, Gulnar Aliyeva, Focke Ziemssen, Philipp Berens

Medical Image Anal., 2022

2020

Expert-validated estimation of diagnostic uncertainty for deep neural networks in diabetic retinopathy detection.

Murat Seçkin Ayhan, Laura Kühlewein, Gulnar Aliyeva, Werner Inhoffen, Focke Ziemssen, Philipp Berens

Medical Image Anal., 2020