Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior

Max-Heinrich Laves, Malte Tölle, Tobias Ortmaier

Uncertainty quantification in inverse medical imaging tasks with deep learning has received little attention. However, deep models trained on large data sets tend to hallucinate an…