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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
Published in:
Medical Image Anal. (2020)
Keyphrases
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diabetic retinopathy
neural network
automatic detection
retinal images
early detection
fundus images
medical experts
blood vessels
optic disc
optic disk
artificial neural networks
fuzzy logic
vessel segmentation
medical diagnosis
artificial intelligence
natural language processing
computer vision