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Laura Kühlewein
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Visual Saliency Detection
Diabetic Retinopathy
Retinal Fundus
Saliency Map
Top Venues
Medical Image Anal.
CoRR
MIDL
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Publications
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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)