Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast

24 December 2020

Juan Eugenio Iglesias

Papers citing "Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast"

28 / 28 papers shown

Title
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian Dalca Juan Eugenio Iglesias 31 36 0 21 Apr 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 27 77 0 04 Mar 2020
Multi-Contrast Super-Resolution MRI Through a Progressive Network Qing Lyu Hongming Shan Ge Wang SupR MedIm 34 134 0 05 Aug 2019
Semi-Supervised and Task-Driven Data Augmentation K. Chaitanya Neerav Karani Christian F. Baumgartner O. Donati Anton S. Becker E. Konukoglu MedIm 52 143 0 11 Feb 2019
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation Amod Jog Andrew Hoopes Douglas N. Greve Koen van Leemput Bruce Fischl OOD 29 35 0 17 Jan 2019
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 60 673 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 94 1,557 0 14 Sep 2018
Medical Image Imputation from Image Collections Adrian Dalca Katherine Bouman William T. Freeman N. Rost M. Sabuncu Polina Golland MedIm 24 36 0 17 Aug 2018
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks Hoo-Chang Shin Neil A. Tenenholtz Jameson K. Rogers C. Schwarz M. Senjem J. Gunter Katherine P. Andriole Mark H. Michalski MedIm 74 538 0 26 Jul 2018
Diffeomorphic brain shape modelling using Gauss-Newton optimisation Yael Balbastre Mikael Brudfors Kevin Bronik John Ashburner 43 10 0 19 Jun 2018
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation Joseph Paul Cohen Margaux Luck S. Honari OOD MedIm 68 282 0 22 May 2018
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network Yuhua Chen Feng Shi A. Christodoulou Zhengwei Zhou Yibin Xie Debiao Li MedIm 50 305 0 04 Mar 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 47 2,002 0 10 Feb 2018
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks S. Dar Mahmut Yurt Levent Karacan Aykut Erdem Erkut Erdem Tolga Çukur MedIm 60 447 0 05 Feb 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 63 225 0 12 Jan 2018
Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks Yuhua Chen Yibin Xie Zhengwei Zhou Feng Shi A. Christodoulou Debiao Li SupR 46 231 0 08 Jan 2018
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 19 23 0 07 Sep 2017
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images using Weakly-Supervised Joint Convolutional Sparse Coding Yawen Huang Ling Shao Alejandro F. Frangi SupR MedIm 35 182 0 07 May 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 84 332 0 27 Feb 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 229 10,646 0 15 Sep 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 133 6,483 0 21 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 338 18,300 0 27 May 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 112 3,049 0 18 Mar 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 211 5,502 0 23 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
Removing Camera Shake via Weighted Fourier Burst Accumulation M. Delbracio Guillermo Sapiro 25 52 0 11 May 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 111 8,048 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 850 149,474 0 22 Dec 2014