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)

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)