Dr Jones and Sair, along with Collaborators in the School of Public Health and the Division of Neuroradiology have designed a method to quantify two types of uncertainty, aleatoric and epistemic, directly from a neural network segmentation algorithm. Details can be found here:
Direct quantification of epistemic and aleatoric uncertainty in 3D U-net segmentation
https://doi.org/10.1117/1.JMI.9.3.034002