Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Simon Arridge

Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction

Nov 30, 2020
Riccardo Barbano, Željko Kereta, Chen Zhang, Andreas Hauptmann, Simon Arridge, Bangti Jin

* NeurIPS 2020 Workshop on Deep Learning and Inverse Problems 

  Access Paper or Ask Questions

Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent

Jul 20, 2020
Riccardo Barbano, Chen Zhang, Simon Arridge, Bangti Jin

* 8 pages, 6 figures 

  Access Paper or Ask Questions

On Learned Operator Correction

May 14, 2020
Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon Arridge

* 28 pages, 11 Figures 

  Access Paper or Ask Questions

Rapid Whole-Heart CMR with Single Volume Super-resolution

Dec 22, 2019
Jennifer A. Steeden, Michael Quail, Alexander Gotschy, Andreas Hauptmann, Simon Arridge, Rodney Jones, Vivek Muthurangu

  Access Paper or Ask Questions

Multi-Scale Learned Iterative Reconstruction

Aug 01, 2019
Andreas Hauptmann, Jonas Adler, Simon Arridge, Ozan Öktem

  Access Paper or Ask Questions

Networks for Nonlinear Diffusion Problems in Imaging

Nov 29, 2018
Simon Arridge, Andreas Hauptmann

  Access Paper or Ask Questions

Approximate k-space models and Deep Learning for fast photoacoustic reconstruction

Jul 09, 2018
Andreas Hauptmann, Ben Cox, Felix Lucka, Nam Huynh, Marta Betcke, Paul Beard, Simon Arridge

  Access Paper or Ask Questions

Real-time Cardiovascular MR with Spatio-temporal Artifact Suppression using Deep Learning - Proof of Concept in Congenital Heart Disease

Jun 14, 2018
Andreas Hauptmann, Simon Arridge, Felix Lucka, Vivek Muthurangu, Jennifer A. Steeden

  Access Paper or Ask Questions

Variational Gaussian Approximation for Poisson Data

Sep 18, 2017
Simon Arridge, Kazufumi Ito, Bangti Jin, Chen Zhang

* 26 pages 

  Access Paper or Ask Questions

Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition

Jun 22, 2017
Geoffrey Jones, Neil T Clancy, Xiaofei Du, Maria Robu, Simon Arridge, Daniel S Elson, Danail Stoyanov

  Access Paper or Ask Questions

Inference of Haemoglobin Concentration From Stereo RGB

Jun 22, 2017
Geoffrey Jones, Neil T. Clancy, Yusuf Helo, Simon Arridge, Daniel S. Elson, Danail Stoyanov

* To appear at the 6th International Conference on Medical Imaging and Augmented Reality, MIAR 2016, held in Bern, Switzerland during August 2016, and in the corresponding proceedings 

  Access Paper or Ask Questions

Deep De-Aliasing for Fast Compressive Sensing MRI

May 19, 2017
Simiao Yu, Hao Dong, Guang Yang, Greg Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon Arridge, Jennifer Keegan, David Firmin, Yike Guo

* 15 pages, 5 figures 

  Access Paper or Ask Questions