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ORCIDMurat Seçkin Ayhan
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2020 – today
- 2023
[i2]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 abs/2311.11629 (2023)- 2022
- [j3]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: 102364 (2022) - [c6]Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch, Hanna Faber, Philipp Berens, Matthias Hein:
Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images. MICCAI (2) 2022: 539-549 - 2021
- [c5]Indu Ilanchezian, Dmitry Kobak, Hanna Faber, Focke Ziemssen, Philipp Berens, Murat Seçkin Ayhan:
Interpretable Gender Classification from Retinal Fundus Images Using BagNets. MICCAI (3) 2021: 477-487 - 2020
- [j2]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: 101724 (2020)
2010 – 2019
- 2018
- [c4]Murat Seçkin Ayhan, Vijay Raghavan:
Efficient and Automatic Subspace Relevance Determination via Multiple Kernel Learning for High-Dimensional Neuroimaging Data. BI 2018: 226-238 - 2017
- [i1]Murat Seckin Ayhan, Vijay V. Raghavan:
Multiple Kernel Learning and Automatic Subspace Relevance Determination for High-dimensional Neuroimaging Data. CoRR abs/1706.00856 (2017) - 2013
- [j1]Murat Seckin Ayhan, Ryan G. Benton, Vijay V. Raghavan, Suresh K. Choubey:
Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease. Int. J. Data Min. Bioinform. 7(2): 146-165 (2013) - [c3]Murat Seckin Ayhan, Ryan G. Benton, Vijay V. Raghavan, Suresh K. Choubey:
Composite Kernels for Automatic Relevance Determination in Computerized Diagnosis of Alzheimer's Disease. Brain and Health Informatics 2013: 126-137 - 2012
- [c2]Murat Seckin Ayhan, Ryan G. Benton, Vijay V. Raghavan, Suresh K. Choubey:
Utilization of domain-knowledge for simplicity and comprehensibility in predictive modeling of Alzheimer's disease. BIBM Workshops 2012: 265-272 - 2010
- [c1]Murat Seckin Ayhan, Ryan G. Benton, Vijay V. Raghavan, Suresh K. Choubey:
Exploitation of 3D Stereotactic Surface Projection for automated classification of Alzheimer's disease according to dementia levels. BIBM 2010: 516-519
Coauthor Index
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