Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading

Diabetic retinopathy (DR) is a leading cause of vision loss. Therefore, screening for early signs and assessment of the DR severity is crucial and extensively studied. To support clinicians, screening could be automated by algorithms that can, for example, refer difficult decisions to specialists fo...

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Bibliographic Details
Main Authors: Marlin Siebert, Jan Grasshoff, Philipp Rostalski
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10360816/