End-to-End Unsupervised Deformable Image Registration with a
Convolutional Neural Network

End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

20 April 2017

Ivana Išgum

Papers citing "End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network"

12 / 62 papers shown

Title
AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks Evelyn Chee Zhenzhou Wu MedIm 17 64 0 05 Oct 2018
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 25 675 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 74 1,544 0 14 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 21 105 0 10 Sep 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 57 381 0 09 Jul 2018
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran M. Reyes GAN MedIm 25 176 0 14 Jun 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 37 381 0 11 May 2018
GAN Based Medical Image Registration Dwarikanath Mahapatra MedIm 27 28 0 07 May 2018
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity Xiaohuan Cao Jianhua Yang Li Wang Z. Xue Qian Wang Dinggang Shen 12 90 0 28 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 30 252 0 13 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 Kamiel Magda Vercauteren 28 142 0 05 Nov 2017