Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for
Improved Automated Lesion Detection

Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection

21 February 2018

Michal Marianne Amitai

Papers citing "Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection"

10 / 10 papers shown

Title
Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image Lei Xiang Qian Wang Xiyao Jin Dong Nie Yu Qiao Dinggang Shen MedIm 17 23 0 07 Sep 2017
Deep MR to CT Synthesis using Unpaired Data J. Wolterink A. Dinkla M. Savenije P. Seevinck C. Berg Ivana Isgum GAN MedIm 41 600 0 03 Aug 2017
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs) Lei Bi Jinman Kim Ashnil Kumar Dagan Feng M. Fulham MedIm GAN 41 137 0 31 Jul 2017
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results Avi Ben-Cohen Eyal Klang S. Raskin Michal Marianne Amitai H. Greenspan MedIm 23 95 0 30 Jul 2017
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks P. Christ Florian Ettlinger Felix Grün M. Elshaer Jana Lipkova ... Julian Holch Wieland Sommer R. Braren V. Heinemann Bjoern Menze MedIm 54 328 0 20 Feb 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 282 19,560 0 21 Nov 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 315 37,704 0 20 May 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 815 149,474 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 928 99,991 0 04 Sep 2014