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VoxelMorph: A Learning Framework for Deformable Medical Image
  Registration
v1v2v3 (latest)

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018
Guha Balakrishnan
Amy Zhao
M. Sabuncu
John Guttag
Adrian Dalca
    MedIm
ArXiv (abs)PDFHTML

Papers citing "VoxelMorph: A Learning Framework for Deformable Medical Image Registration"

50 / 603 papers shown
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable
  Registration
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021
M. Nakao
M. Nakamura
T. Matsuda
3DHMedIm
209
24
0
31 Oct 2021
Uncertainty quantification in non-rigid image registration via
  stochastic gradient Markov chain Monte Carlo
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
89
2
0
25 Oct 2021
A Deep Learning Framework for Diffeomorphic Mapping Problems via
  Quasi-conformal Geometry applied to Imaging
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry applied to ImagingSIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2021
Qiguang Chen
Zhiwen Li
L. Lui
MedIm
164
9
0
20 Oct 2021
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Xiangyi Yan
Hao Tang
Shanlin Sun
Haoyu Ma
Deying Kong
Xiaohui Xie
ViTMedIm
214
149
0
20 Oct 2021
A Unified Framework for Generalized Low-Shot Medical Image Segmentation
  with Scarce Data
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data
H. Cui
Dong Wei
Kai Ma
Shi Gu
Yefeng Zheng
150
50
0
18 Oct 2021
Breaking the Dilemma of Medical Image-to-image Translation
Breaking the Dilemma of Medical Image-to-image Translation
Lingke Kong
Chenyu Lian
Detian Huang
Zhenjiang Li
Yanle Hu
Qichao Zhou
GANMedIm
389
182
0
13 Oct 2021
Self-Supervised Generative Style Transfer for One-Shot Medical Image
  Segmentation
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation
Devavrat Tomar
Behzad Bozorgtabar
M. Lortkipanidze
Guillaume Vray
Mohammad Saeed Rad
Jean-Philippe Thiran
152
23
0
05 Oct 2021
Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation
  for 4D Dynamic Medical Images
Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images
Yuyu Guo
Lei Bi
Dongming Wei
Liyun Chen
Zhengbin Zhu
Dagan Feng
Ruiyan Zhang
Qian Wang
Jinman Kim
319
10
0
30 Sep 2021
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration
Nesterov Accelerated ADMM for Fast Diffeomorphic Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
A. Thorley
Xi Jia
H. Chang
Boyang Liu
K. Bunting
...
A. de Marvao
D. O’Regan
Georgios Gkoutos
D. Kotecha
Yanfu Zhang
MedIm
156
26
0
26 Sep 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via
  Deformation Field Integration and Non-Rigid Feature Fusion
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature FusionIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Jinxin Lv
Zhiwei Wang
Hongkuan Shi
Haobo Zhang
Sheng Wang
Yilang Wang
Qiang Li
191
62
0
25 Sep 2021
SAME: Deformable Image Registration based on Self-supervised Anatomical
  Embeddings
SAME: Deformable Image Registration based on Self-supervised Anatomical EmbeddingsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Fengze Liu
K. Yan
Adam P. Harrison
Dazhou Guo
Le Lu
...
Lingyun Huang
Guotong Xie
Jing Xiao
X. Ye
D. Jin
180
36
0
23 Sep 2021
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty
  Estimation in 3D Cardiac MRI Image Segmentation
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation
S. Hasan
Cristian A. Linte
210
7
0
16 Sep 2021
Identifying partial mouse brain microscopy images from Allen reference
  atlas using a contrastively learned semantic space
Identifying partial mouse brain microscopy images from Allen reference atlas using a contrastively learned semantic space
Justinas Antanavicius
R. Leiras
Raghavendra Selvan
145
0
0
14 Sep 2021
Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation
  of Brain Atrophy using Deep Networks
Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks
Mariana da Silva
Carole H. Sudre
K. Garcia
Cher Bass
M. Jorge Cardoso
E. C. Robinson
97
4
0
18 Aug 2021
Diffeomorphic Particle Image Velocimetry
Diffeomorphic Particle Image Velocimetry
Yong Lee
Shuang Mei
101
13
0
17 Aug 2021
Known Operator Learning and Hybrid Machine Learning in Medical Imaging
  -- A Review of the Past, the Present, and the Future
Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the FutureProgress in Biomedical Engineering (PBE), 2021
Andreas K. Maier
Harald Kostler
M. Heisig
P. Krauss
S. Yang
MedIm
231
35
0
10 Aug 2021
Enhancing MR Image Segmentation with Realistic Adversarial Data
  Augmentation
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation
Chen Chen
C. Qin
Cheng Ouyang
Zeju Li
Shuo Wang
Huaqi Qiu
Liang Chen
G. Tarroni
Wenjia Bai
Daniel Rueckert
GANMedIm
269
57
0
07 Aug 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation
Hao Tang
Xingwei Liu
Shanlin Sun
Xiangyi Yan
Xiaohui Xie
184
117
0
02 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based
  registration of paired images
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images
Adrià Casamitjana
M. Mancini
Juan Eugenio Iglesias
MedIm
175
17
0
30 Jul 2021
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee
  Topology Preservation in Segmentations
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in SegmentationsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
M. K. Wyburd
Nicola K. Dinsdale
Ana I. L. Namburete
M. Jenkinson
MedIm
133
20
0
28 Jul 2021
Exploring Deep Registration Latent Spaces
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
192
1
0
23 Jul 2021
Deformation-Compensated Learning for Image Reconstruction without Ground
  Truth
Deformation-Compensated Learning for Image Reconstruction without Ground Truth
Weijie Gan
Yu Sun
C. Eldeniz
Jiaming Liu
Hongyu An
Ulugbek S. Kamilov
210
14
0
12 Jul 2021
Cross-modal Attention for MRI and Ultrasound Volume Registration
Cross-modal Attention for MRI and Ultrasound Volume RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Xin Song
Hengtao Guo
Xuanang Xu
Hanqing Chao
Sheng Xu
Baris Turkbey
Bradford J. Wood
Ge Wang
Pingkun Yan
ViT
206
71
0
09 Jul 2021
A Deep Discontinuity-Preserving Image Registration Network
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
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network
Dewei Hu
Joseph D. Malone
Yigit Atay
Yuankai K. Tao
I. Oguz
MedIm
110
10
0
09 Jul 2021
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging
Junshen Xu
E. Adalsteinsson
MedIm
103
37
0
23 Jun 2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk
  Prediction for Radiotherapy
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy
Donghoon Lee
S. Alam
Jue Jiang
Pengpeng Zhang
Saad Nadeem
Yu-chi Hu
AI4CE
169
7
0
16 Jun 2021
Multi-scale Neural ODEs for 3D Medical Image Registration
Multi-scale Neural ODEs for 3D Medical Image Registration
Junshen Xu
Eric Z. Chen
Xiao Chen
Terrence Chen
Shanhui Sun
MedIm
179
31
0
16 Jun 2021
Recursive Refinement Network for Deformable Lung Registration between
  Exhale and Inhale CT Scans
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans
Xinzi He
Jia Guo
Xuzhe Zhang
Hanwen Bi
S. Gerard
...
Eric A. Hoffman
J. Reinhardt
R. G. Barr
Elsa D. Angelini
Andrew F. Laine
144
14
0
14 Jun 2021
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint
  Registration and Structure Learning
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning
Xiang Chen
Yan Xia
Nishant Ravikumar
Alejandro F Frangi
3DPC
106
2
0
11 Jun 2021
Spot the Difference: Detection of Topological Changes via Geometric
  Alignment
Spot the Difference: Detection of Topological Changes via Geometric AlignmentNeural Information Processing Systems (NeurIPS), 2021
Steffen Czolbe
Aasa Feragen
Oswin Krause
3DPC
243
5
0
09 Jun 2021
Image Deformation Estimation via Multi-Objective Optimization
Image Deformation Estimation via Multi-Objective OptimizationIEEE Access (IEEE Access), 2021
Takumi Nakane
Haoran Xie
Chao Zhang
84
4
0
08 Jun 2021
Recent advances and clinical applications of deep learning in medical
  image analysis
Recent advances and clinical applications of deep learning in medical image analysis
Xuxin Chen
Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
438
803
0
27 May 2021
Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-Supervised
  Learning
Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-Supervised LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
P. Yeung
Ana I. L. Namburete
Weidi Xie
136
20
0
26 May 2021
Learning a Model-Driven Variational Network for Deformable Image
  Registration
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
169
47
0
25 May 2021
A low-rank representation for unsupervised registration of medical
  images
A low-rank representation for unsupervised registration of medical images
Dengqiang Jia
Shangqi Gao
Qunlong Chen
Xinzhe Luo
Xiahai Zhuang
147
1
0
20 May 2021
Unsupervised Multi-Modality Registration Network based on Spatially
  Encoded Gradient Information
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information
Wangbin Ding
Lei Li
Liqin Huang
Xiahai Zhuang
MedIm
165
6
0
16 May 2021
End-to-End Sequential Sampling and Reconstruction for MRI
End-to-End Sequential Sampling and Reconstruction for MRI
Tianwei Yin
Zihui Wu
He Sun
Adrian Dalca
Yisong Yue
Katherine Bouman
261
21
0
13 May 2021
ICON: Learning Regular Maps Through Inverse Consistency
ICON: Learning Regular Maps Through Inverse ConsistencyIEEE International Conference on Computer Vision (ICCV), 2021
Hastings Greer
Roland Kwitt
François-Xavier Vialard
Marc Niethammer
253
31
0
10 May 2021
Generative Adversarial Registration for Improved Conditional Deformable
  Templates
Generative Adversarial Registration for Improved Conditional Deformable TemplatesIEEE International Conference on Computer Vision (ICCV), 2021
Neel Dey
Mengwei Ren
Adrian Dalca
Guido Gerig
GANMedIm
224
40
0
07 May 2021
Robust joint registration of multiple stains and MRI for multimodal 3D
  histology reconstruction: Application to the Allen human brain atlas
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas
Adria Casamitjanaa
Marco Lorenzi
Sebastiano Ferraris
Locht Peter
Marc Modat
A. Stevens
Bruce Fischld
Tom Vercauterenc
Juan Eugenio Iglesias
184
21
0
30 Apr 2021
A Meta-Learning Approach for Medical Image Registration
A Meta-Learning Approach for Medical Image RegistrationIEEE International Symposium on Biomedical Imaging (ISBI), 2021
Heejung Park
Gyeong Min Lee
Soopil Kim
Gahyung Ryu
Areum Jeong
Sang Hyun Park
Sa-Hee Min
185
13
0
21 Apr 2021
Semantic similarity metrics for learned image registration
Semantic similarity metrics for learned image registrationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2021
Steffen Czolbe
Oswin Krause
Aasa Feragen
216
17
0
20 Apr 2021
Anatomy-guided Multimodal Registration by Learning Segmentation without
  Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and
  Registration
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration
Bo Zhou
Z. Augenfeld
Julius Chapiro
S. Kevin Zhou
Chi Liu
James S. Duncan
157
55
0
14 Apr 2021
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric
  Left Ventricle Myocardial Models from Cine MRI
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRIFunctional Imaging and Modeling of the Heart (FIMH), 2021
R. Upendra
B. Wentz
R. Simon
Suzanne Shontz
Cristian A. Linte
MedIm
86
9
0
30 Mar 2021
Is Image-to-Image Translation the Panacea for Multimodal Image
  Registration? A Comparative Study
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative StudyPLoS ONE (PLOS ONE), 2021
Jiahao Lu
Johan Öfverstedt
Patrick Micke
Natavsa Sladoje
MedIm
221
24
0
30 Mar 2021
Test-Time Training for Deformable Multi-Scale Image Registration
Test-Time Training for Deformable Multi-Scale Image RegistrationIEEE International Conference on Robotics and Automation (ICRA), 2021
Wentao Zhu
Yufang Huang
Daguang Xu
Zhen Qian
Wei Fan
Xiaohui Xie
170
26
0
25 Mar 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks
Enhancing Medical Image Registration via Appearance Adjustment NetworksNeuroImage (NeuroImage), 2021
Mingyuan Meng
Lei Bi
M. Fulham
Dagan Feng
Jinman Kim
MedIm
151
23
0
09 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding
Self-Supervised Longitudinal Neighbourhood EmbeddingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
J. Ouyang
Qingyu Zhao
Ehsan Adeli
E. Sullivan
A. Pfefferbaum
Greg Zaharchuk
K. Pohl
141
29
0
05 Mar 2021
Unsupervised dynamic modeling of medical image transformation
Unsupervised dynamic modeling of medical image transformationFusion (Fusion), 2021
N. Gunnarsson
Peter Kimstrand
Jens Sjölund
Thomas B. Schon
MedIm
128
2
0
01 Mar 2021
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