Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set.
Thomas KüstnerKerstin HammernikDaniel RueckertTobias HeppSergios GatidisPublished in: Magnetic resonance in medicine (2024)
The proposed approach enables aleatoric and epistemic uncertainty prediction for DL-based MR reconstruction with an interpretable examination on a pixel level.