Exploitation of 3D Stereotactic Surface Projection for automated classification of Alzheimer's disease according to dementia levels. - Murat Seckin Ayhan; Ryan G. Benton; Vijay V. Raghavan 001; Suresh K. Choubey (BIBM, 2010)

Utilization of domain-knowledge for simplicity and comprehensibility in predictive modeling of Alzheimer's disease. - Murat Seckin Ayhan; Ryan G. Benton; Vijay V. Raghavan 001; Suresh K. Choubey (BIBM Workshops, 2012)

Composite Kernels for Automatic Relevance Determination in Computerized Diagnosis of Alzheimer's Disease. - Murat Seckin Ayhan; Ryan G. Benton; Vijay V. Raghavan 001; Suresh K. Choubey (Brain and Health Informatics, 2013)

Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease. - Murat Seckin Ayhan; Ryan G. Benton; Vijay V. Raghavan 001; Suresh K. Choubey (Int. J. Data Min. Bioinform., 2013)

Multiple Kernel Learning and Automatic Subspace Relevance Determination for High-dimensional Neuroimaging Data. - Murat Seckin Ayhan; Vijay V. Raghavan 001 (CoRR, 2017)

Efficient and Automatic Subspace Relevance Determination via Multiple Kernel Learning for High-Dimensional Neuroimaging Data. - Murat Seçkin Ayhan; Vijay Raghavan 001 (BI, 2018)

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)

Interpretable Gender Classification from Retinal Fundus Images Using BagNets. - Indu Ilanchezian; Dmitry Kobak; Hanna Faber; Focke Ziemssen; Philipp Berens; Murat Seçkin Ayhan (MICCAI (3), 2021)

Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images. - Valentyn Boreiko; Indu Ilanchezian; Murat Seçkin Ayhan; Sarah Müller; Lisa M. Koch; Hanna Faber; Philipp Berens; Matthias Hein 001 (MICCAI (2), 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)

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 001; Lisa M. Koch; Philipp Berens (CoRR, 2023)