Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach

31 March 2017

Papers citing "Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach"

33 / 83 papers shown

Title
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Risheng Liu Zi Li Xin-Yue Fan Chenying Zhao Hao Huang Zhongxuan Luo 3DH 19 32 0 30 Apr 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 26 149 0 21 Apr 2020
Fast GPU 3D Diffeomorphic Image Registration Malte Brunn Naveen Himthani George Biros Miriam Mehl Andreas Mang 3DH 85 27 0 19 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration Jian Wang Miaomiao Zhang FedML MedIm 22 61 0 05 Apr 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 203 0 20 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 27 81 0 20 Jan 2020
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 35 142 0 25 Sep 2019
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert Julia A. Schnabel OOD MedIm AI4CE 28 50 0 23 Sep 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 21 84 0 25 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 23 78 0 10 Jul 2019
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks Dongyang Kuang MedIm 24 7 0 28 Jun 2019
Region-specific Diffeomorphic Metric Mapping Zhengyang Shen Franccois-Xavier Vialard Marc Niethammer 16 47 0 01 Jun 2019
VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation Zhipeng Ding Xu Han Marc Niethammer 32 92 0 18 Apr 2019
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 20 157 0 17 Apr 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 26 109 0 21 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 38 363 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 26 585 0 05 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 29 200 0 15 Feb 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 28 193 0 18 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,609 0 25 Nov 2018
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images Han Liu Lei Wang Y. Nan F. Jin Qi Wang J. Pu 104 94 0 30 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 40 675 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 77 1,545 0 14 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 27 105 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 60 382 0 09 Jul 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 37 381 0 11 May 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 39 142 0 05 Nov 2017
Non-rigid image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan 32 94 0 04 Sep 2017
Indirect Image Registration with Large Diffeomorphic Deformations Chong Chen Ozan Oktem MedIm 25 29 0 13 Jun 2017
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 213 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,167 0 06 Jun 2015