Neural Networks-based Regularization for Large-Scale Medical Image
Reconstruction

Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction

19 December 2019

Markus Haltmeier

Papers citing "Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction"

10 / 10 papers shown

Title
Real-time Cardiovascular MR with Spatio-temporal Artifact Suppression using Deep Learning - Proof of Concept in Congenital Heart Disease A. Hauptmann Simon Arridge F. Lucka V. Muthurangu J. Steeden 67 183 0 14 Mar 2018
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 132 1,019 0 07 Dec 2017
Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction C. Qin Jo Schlemper Jose Caballero Anthony N. Price Joseph V. Hajnal Daniel Rueckert MedIm 75 500 0 05 Dec 2017
Model based learning for accelerated, limited-view 3D photoacoustic tomography A. Hauptmann F. Lucka M. Betcke N. Huynh J. Adler B. Cox P. Beard Sebastien Ourselin Simon Arridge MedIm 41 291 0 31 Aug 2017
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT Yoseob Han J. C. Ye 62 519 0 28 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou Mannudeep K. Kalra Ge Wang GAN MedIm 61 1,201 0 03 Aug 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 57 751 0 20 Jul 2017
Image reconstruction by domain transform manifold learning Bo Zhu Jeremiah Zhe Liu Bruce Rosen Matthew S. Rosen 91 1,533 0 28 Apr 2017
Learning a Variational Network for Reconstruction of Accelerated MRI Data Kerstin Hammernik Teresa Klatzer Erich Kobler M. Recht D. Sodickson Thomas Pock Florian Knoll 67 1,541 0 03 Apr 2017
Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin Michael T. McCann Emmanuel Froustey M. Unser 68 2,118 0 11 Nov 2016