Papers citing 'Learning a Probabilistic Model for Diffeomorphic Registration'

Title
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 642 464 0 19 Nov 2021
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 M. Nakao M. Nakamura T. Matsuda 3DH MedIm 206 24 0 31 Oct 2021
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo Daniel Grzech Mohammad Farid Azampour Huaqi Qiu Ben Glocker Bernhard Kainz Loic Le Folgoc MedIm 85 2 0 25 Oct 2021
Exploring Deep Registration Latent Spaces Théo Estienne Maria Vakalopoulou Stergios Christodoulidis Enzo Battistella T. Henry ... A. Leroy G. Chassagnon M. Revel Nikos Paragios Eric Deutsch 176 1 0 23 Jul 2021
A Deep Discontinuity-Preserving Image Registration NetworkInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Xiang Chen Nishant Ravikumar Yan Xia Alejandro F Frangi MedIm 107 27 0 09 Jul 2021
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 3DPC 85 2 0 11 Jun 2021
Learning a Model-Driven Variational Network for Deformable Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Xi Jia A. Thorley Wei Chen Huaqi Qiu Linlin Shen ... A. Leonardis A. de Marvao D. O’Regan Daniel Rueckert Yanfu Zhang MedIm 163 46 0 25 May 2021
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration Ankita Joshi Yi Hong 81 0 0 24 May 2021
Generative Adversarial Registration for Improved Conditional Deformable TemplatesIEEE International Conference on Computer Vision (ICCV), 2021 Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 211 40 0 07 May 2021
Attention for Image Registration (AiR): an unsupervised Transformer approach Zihao Wang H. Delingette ViT MedIm 95 8 0 05 May 2021
Multi-phase Deformable Registration for Time-dependent Abdominal Organ Variations Seyoun Park Elliot K. Fishman Alan Yuille 72 0 0 08 Mar 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance ImagesComputer Vision and Pattern Recognition (CVPR), 2021 Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 278 48 0 04 Mar 2021
Unsupervised dynamic modeling of medical image transformationFusion (Fusion), 2021 N. Gunnarsson Peter Kimstrand Jens Sjölund Thomas B. Schon MedIm 113 1 0 01 Mar 2021
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Boulbaba Ben Amor Sylvain Arguillere Ling Shao 151 32 0 16 Feb 2021
HyperMorph: Amortized Hyperparameter Learning for Image RegistrationInformation Processing in Medical Imaging (IPMI), 2021 Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 394 158 0 04 Jan 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 203 38 0 18 Dec 2020
CNN-based Lung CT Registration with Multiple Anatomical Constraints Alessa Hering Stephanie Häger J. Moltz Nikolas Lessmann Stefan Heldmann Bram van Ginneken 154 74 0 29 Nov 2020
Deep Learning for Regularization Prediction in Diffeomorphic Image RegistrationMachine Learning for Biomedical Imaging (MLBI), 2020 Jian Wang Miaomiao Zhang 242 4 0 28 Nov 2020
Contrastive Registration for Unsupervised Medical Image SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 182 48 0 17 Nov 2020
Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix Julian Krebs H. Delingette N. Ayache Tommaso Mansi MedIm 152 17 0 03 Nov 2020
Deep learning based registration using spatial gradients and noisy segmentation labelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Théo Estienne Maria Vakalopoulou Enzo Battistella Alexandre Carré T. Henry Marvin Lerousseau C. Robert Nikos Paragios Therapanacea 136 15 0 21 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervisionHuman Brain Mapping (HBM), 2020 Hongming Li Yong-Xian Fan MedIm 133 21 0 04 Oct 2020
Quasi-symplectic Langevin Variational Autoencoder Zihao Wang H. Delingette BDL DRL 265 4 0 02 Sep 2020
Anatomy-Aware Cardiac Motion Estimation Pingjun Chen Xiao Chen Eric Z. Chen Hanchao Yu Terrence Chen Shanhui Sun 189 10 0 17 Aug 2020
Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework Samah Khawaled Moti Freiman BDL 66 6 0 10 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint Weijian Huang Hao Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Bingsheng Huang Shanshan Wang MedIm 161 1 0 05 Aug 2020
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation Hanchao Yu Xiao Chen Humphrey Shi Terrence Chen Thomas S. Huang Shanhui Sun 226 40 0 28 Jun 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang Chen Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 171 36 0 08 Jun 2020
Flexible Bayesian Modelling for Nonlinear Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Mikael Brudfors Yael Balbastre G. Flandin P. Nachev John Ashburner MedIm 82 24 0 03 Jun 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT ScansEuropean Conference on Computer Vision (ECCV), 2020 Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 212 24 0 25 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 116 16 0 15 May 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 333 210 0 21 Apr 2020
Fast GPU 3D Diffeomorphic Image Registration Malte Brunn Naveen Himthani George Biros Miriam Mehl Andreas Mang 3DH 159 29 0 19 Apr 2020
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation Yujia Zhou Shumao Pang Jun Cheng Yuhang Sun Yi Wu Lei Zhao Yaqin Liu Zhentai Lu Wei Yang Qianjin Feng OOD MedIm 121 5 0 16 Apr 2020
Cortical surface registration using unsupervised learningNeuroImage (NeuroImage), 2020 Jieyu Cheng Adrian Dalca Bruce Fischl Lilla Zöllei 226 38 0 09 Apr 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion EstimationComputer Vision and Pattern Recognition (CVPR), 2020 Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 210 48 0 10 Mar 2020
A Learning Strategy for Contrast-agnostic MRI SegmentationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2020 Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 203 81 0 04 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive ReviewComputers & electrical engineering (CEE), 2020 H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 291 158 0 09 Feb 2020
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks Junyu Chen Ye Li Yong Du Eric C. Frey MedIm 162 0 0 06 Dec 2019
Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations Charles Huang Masoud Badiei Hyunseok Seo M. Ma Xiaokun Liang D. Capaldi Michael Gensheimer Lei Xing 110 3 0 23 Nov 2019
NeurReg: Neural Registration and Its Application to Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Wentao Zhu Andriy Myronenko Ziyue Xu Wenqi Li Dirk Soffker Yufang Huang Fausto Milletari Daguang Xu MedIm 82 28 0 04 Oct 2019
Model-Based and Data-Driven Strategies in Medical Image ComputingProceedings of the IEEE (Proc. IEEE), 2019 Daniel Rueckert Julia A. Schnabel OOD MedIm AI4CE 154 54 0 23 Sep 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian Dalca 292 9 0 13 Aug 2019
Learning Conditional Deformable Templates with Convolutional NetworksNeural Information Processing Systems (NeurIPS), 2019 Adrian Dalca Marianne Rakic John Guttag M. Sabuncu MedIm 165 129 0 07 Aug 2019
Probabilistic Motion Modeling from Medical Image Sequences: Application to Cardiac Cine-MRI Julian Krebs Tommaso Mansi N. Ayache H. Delingette DiffM MedIm 103 23 0 31 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion TrackingIEEE Transactions on Medical Imaging (TMI), 2019 T. Fechter D. Baltas 150 99 0 10 Jul 2019
Improving the generalizability of convolutional neural network-based segmentation on CMR imagesFrontiers in Cardiovascular Medicine (Front. Cardiovasc. Med.), 2019 Chen Chen Wenjia Bai R. Davies A. Bhuva C. Manisty ... S. Petersen E. Lukaschuk Stefan K. Piechnik S. Neubauer Daniel Rueckert 135 131 0 02 Jul 2019
Explainable Anatomical Shape Analysis through Deep Hierarchical Generative ModelsIEEE Transactions on Medical Imaging (TMI), 2019 C. Biffi Juan J. Cerrolaza G. Tarroni Wenjia Bai A. de Marvao ... Yanfu Zhang S. Prasad S. Cook D. O’Regan Daniel Rueckert MedIm 202 53 0 28 Jun 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 135 71 0 25 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 205 429 0 08 Mar 2019

TransMorph: Transformer for unsupervised medical image registration

642

464

0

19 Nov 2021

IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021

206

24

0

31 Oct 2021

Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo

Daniel Grzech

Mohammad Farid Azampour

85

2

0

25 Oct 2021

Exploring Deep Registration Latent Spaces

Théo Estienne

Maria Vakalopoulou

Stergios Christodoulidis

...

176

1

0

23 Jul 2021

A Deep Discontinuity-Preserving Image Registration NetworkInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021

Alejandro F Frangi

107

27

0

09 Jul 2021

CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning

Alejandro F Frangi

85

2

0

11 Jun 2021

Learning a Model-Driven Variational Network for Deformable Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021

...

163

46

0

25 May 2021

DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration

Ankita Joshi

Yi Hong

81

0

24 May 2021

Generative Adversarial Registration for Improved Conditional Deformable TemplatesIEEE International Conference on Computer Vision (ICCV), 2021

Guido Gerig

211

40

0

07 May 2021

Attention for Image Registration (AiR): an unsupervised Transformer approach

Zihao Wang

H. Delingette

ViT MedIm

95

8

0

05 May 2021

Multi-phase Deformable Registration for Time-dependent Abdominal Organ Variations

Seyoun Park

Elliot K. Fishman

Alan Yuille

72

0

08 Mar 2021

DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance ImagesComputer Vision and Pattern Recognition (CVPR), 2021

278

48

0

04 Mar 2021

Unsupervised dynamic modeling of medical image transformationFusion (Fusion), 2021

113

1

0

01 Mar 2021

ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Boulbaba Ben Amor

Sylvain Arguillere

Ling Shao

151

32

0

16 Feb 2021

HyperMorph: Amortized Hyperparameter Learning for Image RegistrationInformation Processing in Medical Imaging (IPMI), 2021

394

158

0

04 Jan 2021

Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks

203

38

0

18 Dec 2020

CNN-based Lung CT Registration with Multiple Anatomical Constraints

Bram van Ginneken

154

74

0

29 Nov 2020

Deep Learning for Regularization Prediction in Diffeomorphic Image RegistrationMachine Learning for Biomedical Imaging (MLBI), 2020

Jian Wang

Miaomiao Zhang

242

4

0

28 Nov 2020

Contrastive Registration for Unsupervised Medical Image SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020

Lihao Liu

Angelica I Aviles-Rivero

Carola-Bibiane Schönlieb

182

48

0

17 Nov 2020

Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix

152

17

0

03 Nov 2020

Deep learning based registration using spatial gradients and noisy segmentation labelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020

136

15

0

21 Oct 2020

MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervisionHuman Brain Mapping (HBM), 2020

Hongming Li

Yong-Xian Fan

MedIm

133

21

0

04 Oct 2020

Quasi-symplectic Langevin Variational Autoencoder

Zihao Wang

H. Delingette

BDL DRL

265

4

0

02 Sep 2020

Anatomy-Aware Cardiac Motion Estimation

189

10

0

17 Aug 2020

Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework

Samah Khawaled

Moti Freiman

BDL

66

6

0

10 Aug 2020

A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint

Weijian Huang

Hao Yang

Xinfeng Liu

Cheng Li

161

1

0

05 Aug 2020

Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation

Thomas S. Huang

226

40

0

28 Jun 2020

Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI

Shuo Wang

171

36

0

08 Jun 2020

Flexible Bayesian Modelling for Nonlinear Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020

82

24

0

03 Jun 2020