3D Convolutional Neural Networks Image Registration Based on Efficient
Supervised Learning from Artificial Deformations

3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations

27 August 2019

Mohsen Ghafoorian

Ivana Isgum

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Papers citing "3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations"

12 / 12 papers shown

Title
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy Mohamed S. Elmahdy J. Wolterink Hessam Sokooti Ivana Išgum Marius Staring MedIm 58 27 0 28 Jun 2019
Quantitative Error Prediction of Medical Image Registration using Regression Forests Hessam Sokooti Gorkem Saygili Ben Glocker B. Lelieveldt Marius Staring 27 34 0 18 May 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 69 682 0 17 Sep 2018
Adversarial Deformation Regularization for Training Image Registration Neural Networks Yipeng Hu Eli Gibson N. Ghavami E. Bonmati C. Moore M. Emberton Tom Vercauteren J. A. Noble D. Barratt MedIm GAN 57 72 0 27 May 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 73 383 0 11 May 2018
An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca 83 628 0 07 Feb 2018
Label-driven weakly-supervised learning for multimodal deformable image registration Yipeng Hu Marc Modat Eli Gibson N. Ghavami E. Bonmati C. Moore M. Emberton J. A. Noble D. Barratt Tom Vercauteren 71 143 0 05 Nov 2017
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network B. D. de Vos F. Berendsen M. Viergever Marius Staring Ivana Išgum MedIm 68 443 0 20 Apr 2017
A Deep Metric for Multimodal Registration M. Simonovsky B. Gutiérrez-Becker Diana Mateus Nassir Navab N. Komodakis 93 212 0 17 Sep 2016
Fast Predictive Image Registration Xiao Yang Roland Kwitt Marc Niethammer 51 120 0 08 Jul 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 137 3,057 0 18 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015