A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation

no code implementations • 6 Sep 2021 • Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso, Hugh G. Pemberton

We aim to automate the process using a probabilistic network that estimates segmentation uncertainty through a heteroscedastic noise model, providing a measure of task-specific quality.

MRI segmentation Segmentation