SUREMap

MRI uncertainty quantification with Stein's Unbiased Risk Estimator

GitHub repository

Code associated with

  • “D-VDAMP: Denoising-based Approximate Message Passing for Compressive MRI,” ICASSP, 2021 by Christopher A. Metzler and Gordon Wetzstein.
  • “Suremap: Predicting Uncertainty in Cnn-Based Image Reconstructions Using Stein’s Unbiased Risk Estimate,” ICASSP, 2021 by Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, and Gordon Wetzstein.