We Know Where We Don't Know: 3D Bayesian CNNs for Credible Geometric Uncertainty

Tyler LaBonte, Carianne Martinez, Scott A. Roberts

Deep learning has been successfully applied to the segmentation of 3D Computed Tomography (CT) scans. Establishing the credibility of these segmentations requires uncertainty quant…