Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions

Zach Eaton-Rosen, Felix Bragman, Sotirios Bisdas +2

Automated medical image segmentation, specifically using deep learning, has shown outstanding performance in semantic segmentation tasks. However, these methods rarely quantify the…