Bayesian Conditional GAN for MRI Brain Image Synthesis

v1v2 (latest)

Bayesian Conditional GAN for MRI Brain Image Synthesis

25 May 2020

ArXiv (abs)PDF HTML

Papers citing "Bayesian Conditional GAN for MRI Brain Image Synthesis"

9 / 9 papers shown

Title
Brain MRI super-resolution using 3D generative adversarial networks Irina Sanchez Verónica Vilaplana MedIm 68 78 0 29 Dec 2018
Accurate Uncertainties for Deep Learning Using Calibrated Regression Volodymyr Kuleshov Nathan Fenner Stefano Ermon BDL UQCV 201 636 0 01 Jul 2018
Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network Dongsheng Jiang W. Dou L. Vosters Xiayu Xu Yue Sun T. Tan MedIm 36 191 0 23 Dec 2017
Image reconstruction by domain transform manifold learning Bo Zhu Jeremiah Zhe Liu Bruce Rosen Matthew S. Rosen 96 1,534 0 28 Apr 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 333 19,690 0 21 Nov 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 283 751 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 854 9,346 0 06 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014