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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
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast
  MRI Registration in Brain Tumors
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors
Javid Abderezaei
Aymeric Pionteck
Agamdeep Chopra
Mehmet Kurt
MedIm
129
7
0
08 Dec 2022
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image
  Registration
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image RegistrationIndustrial Conference on Data Mining (IDM), 2022
Yao Su
Xin Dai
Lifang He
Xiangnan Kong
MedIm
88
4
0
06 Dec 2022
Fourier-Net: Fast Image Registration with Band-limited Deformation
Fourier-Net: Fast Image Registration with Band-limited DeformationAAAI Conference on Artificial Intelligence (AAAI), 2022
Xiaogang Jia
Joseph Bartlett
Wei Chen
Siyang Song
T. Zhang
Xi Cheng
Wenqi Lu
Zhaowen Qiu
Yanfu Zhang
149
44
0
29 Nov 2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style
  Transformation
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationAAAI Conference on Artificial Intelligence (AAAI), 2022
Jinxin Lv
Xiaoyu Zeng
Sheng Wang
Ran Duan
Zhiwei Wang
Qiang Li
210
5
0
26 Nov 2022
Joint segmentation and discontinuity-preserving deformable registration:
  Application to cardiac cine-MR images
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images
Xiang Chen
Yan Xia
Nishant Ravikumar
Alejandro F Frangi
163
7
0
24 Nov 2022
Unsupervised Echocardiography Registration through Patch-based MLPs and
  Transformers
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
Zihao Wang
Yingyu Yang
Maxime Sermesant
H. Delingette
ViTMedIm
284
8
0
21 Nov 2022
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End
  Neural Network for 4D-MRI with Simultaneous Motion Estimation and
  Super-Resolution
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-ResolutionIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Shaohua Zhi
Yinghui Wang
Haonan Xiao
T. Bai
Yunsong Tang
Bing Li
Chenyang Liu
Wen Li
Tian Li
Jing Cai
119
8
0
21 Nov 2022
Self-supervised iRegNet for the Registration of Longitudinal Brain MRI
  of Diffuse Glioma Patients
Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients
Ramy A. Zeineldin
Mohamed E. Karar
Franziska Mathis-Ullrich
Oliver Burgert
166
4
0
20 Nov 2022
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine
  Networks and Dual Deep Supervision
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision
Mingyuan Meng
Lei Bi
Dagan Feng
Jinman Kim
216
11
0
15 Nov 2022
Unsupervised Method for Intra-patient Registration of Brain Magnetic
  Resonance Images based on Objective Function Weighting by Inverse
  Consistency: Contribution to the BraTS-Reg Challenge
Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge
Marek Wodzinski
Artur Jurgas
Niccolo Marini
Manfredo Atzori
Henning Muller
140
8
0
14 Nov 2022
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI RegistrationIEEE Transactions on Image Processing (IEEE TIP), 2022
Ziyi He
Albert C. S. Chung
242
1
0
10 Nov 2022
SizeGAN: Improving Size Representation in Clothing Catalogs
SizeGAN: Improving Size Representation in Clothing Catalogs
Kathleen M. Lewis
John Guttag
3DHGAN
217
3
0
05 Nov 2022
Meta-Learning Initializations for Interactive Medical Image Registration
Meta-Learning Initializations for Interactive Medical Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Zachary Michael Cieman Baum
Yipeng Hu
D. Barratt
331
17
0
27 Oct 2022
Progressively refined deep joint registration segmentation (ProRSeg) of
  gastrointestinal organs at risk: Application to MRI and cone-beam CT
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CTMedical Physics (Lancaster) (Med. Phys.), 2022
Jue Jiang
Jun Hong
K. Tringale
M. Reyngold
C. Crane
N. Tyagi
Harini Veeraraghavan
138
4
0
25 Oct 2022
Motion correction in MRI using deep learning and a novel hybrid loss
  function
Motion correction in MRI using deep learning and a novel hybrid loss function
Lei Zhang
Xiaoke Wang
Michael Rawson
R. Balan
E. Herskovits
E. Melhem
Linda Chang
Ze Wang
T. Ernst
MedIm
255
15
0
19 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey
3D Brain and Heart Volume Generative Models: A SurveyACM Computing Surveys (ACM CSUR), 2022
Yanbin Liu
Girish Dwivedi
F. Boussaïd
Bennamoun
MedImAI4CE
339
8
0
12 Oct 2022
Distance Map Supervised Landmark Localization for MR-TRUS Registration
Distance Map Supervised Landmark Localization for MR-TRUS Registration
Xin Song
Xuanang Xu
Sheng Xu
Baris Turkbey
Bradford J. Wood
Thomas Sanford
Pingkun Yan
MedIm
96
1
0
11 Oct 2022
Scale-Invariant Fast Functional Registration
Scale-Invariant Fast Functional RegistrationInternational Symposium of Robotics Research (ISRR), 2022
Muchen Sun
Allison Pinosky
Ian Abraham
Todd Murphey
259
2
0
26 Sep 2022
Learning-based and unrolled motion-compensated reconstruction for
  cardiac MR CINE imaging
Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Jiazhen Pan
Daniel Rueckert
Thomas Kustner
Kerstin Hammernik
191
17
0
08 Sep 2022
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
Kevin Miao
Akash Gokul
Raghav Singh
Suzanne Petryk
Joseph E. Gonzalez
Kurt Keutzer
Trevor Darrell
Colorado Reed
ViTMedIm
199
6
0
07 Sep 2022
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Qingjie Meng
Wenjia Bai
Tianrui Liu
D. O’Regan
Daniel Rueckert
273
11
0
05 Sep 2022
Learning correspondences of cardiac motion from images using
  biomechanics-informed modeling
Learning correspondences of cardiac motion from images using biomechanics-informed modeling
Xiaoran Zhang
Chenyu You
S. Ahn
Juntang Zhuang
Lawrence H. Staib
James Duncan
158
16
0
01 Sep 2022
Deformable Image Registration using Unsupervised Deep Learning for
  CBCT-guided Abdominal Radiotherapy
Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal RadiotherapyPhysics in Medicine and Biology (PMB), 2022
Huiqiao Xie
Y. Lei
Yabo Fu
Tonghe Wang
J. Roper
J. Bradley
P. Patel
Tian Liu
Xiaofeng Yang
MedIm
131
4
0
29 Aug 2022
A Two Step Approach for Whole Slide Image Registration
A Two Step Approach for Whole Slide Image Registration
Satoshi Kondo
Satoshi Kasai
Kousuke Hirasawa
43
0
0
25 Aug 2022
qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI
  analysis for fetal lung maturity assessment
qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment
Yael Zaffrani-Reznikov
O. Afacan
Sila Kurugol
Simon Warfield
Moti Freiman
83
2
0
21 Aug 2022
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT
  Reconstruction from a single 3D CBCT Acquisition
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition
Cheng-Fang Peng
Haofu Liao
S. Kevin Zhou
Ramalingam Chellappa
132
0
0
17 Aug 2022
Automatic Landmark Detection and Registration of Brain Cortical Surfaces
  via Quasi-Conformal Geometry and Convolutional Neural Networks
Automatic Landmark Detection and Registration of Brain Cortical Surfaces via Quasi-Conformal Geometry and Convolutional Neural Networks
Yuchen Guo
Qiguang Chen
G. Choi
L. Lui
MedIm
143
11
0
15 Aug 2022
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on
  Traumatic Brain Segmentation
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation
Xiangyun Zhao
Di Zang
Sheng Wang
Zhenrong Shen
Kai Xuan
...
Xuehai Wu
Zheren Li
Qian Wang
Zengxin Qi
Lichi Zhang
MedIm
223
3
0
12 Aug 2022
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?
Xi Jia
Joseph Bartlett
Tianyang Zhang
Wenqi Lu
Zhaowen Qiu
Yanfu Zhang
ViTMedIm
227
92
0
07 Aug 2022
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint
  Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and
  Self-Attention Fusion
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion
Xiaoru Gao
GuoYan Zheng
MedIm
144
4
0
04 Aug 2022
Medical image registration using unsupervised deep neural network: A
  scoping literature review
Medical image registration using unsupervised deep neural network: A scoping literature reviewBiomedical Signal Processing and Control (BSPC), 2022
S. Abbasi
M. Tavakoli
H. R. Boveiri
M. A. M. Shirazi
R. Khayami
Hedieh Khorasani
R. Javidan
Alireza Mehdizadeh
176
43
0
03 Aug 2022
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View
  Cardiac MRI
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRIIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Qingjie Meng
C. Qin
Wenjia Bai
Tianrui Liu
A. de Marvao
D. O’Regan
Daniel Rueckert
243
31
0
29 Jul 2022
Cross-Modality Image Registration using a Training-Time Privileged Third
  Modality
Cross-Modality Image Registration using a Training-Time Privileged Third ModalityIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Qianye Yang
David Atkinson
Yunguan Fu
Tom Syer
Wen Yan
S. Punwani
Matthew J. Clarkson
D. Barratt
Tom Vercauteren
Yipeng Hu
122
12
0
26 Jul 2022
Enhancing Generative Networks for Chest Anomaly Localization through
  Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data
  Translation
Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translation
Kyungsu Kim
S. Oh
Chae Yeon Lim
J. Lee
Tae Uk Kim
M. Chung
MedIm
248
0
0
21 Jul 2022
Collaborative Quantization Embeddings for Intra-Subject Prostate MR
  Image Registration
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Ziyi Shen
Qianye Yang
Yuming Shen
F. Giganti
V. Stavrinides
...
M. Rusu
G. Sonn
Juil Sock
D. Barratt
Yipeng Hu
237
3
0
13 Jul 2022
Deformer: Towards Displacement Field Learning for Unsupervised Medical
  Image Registration
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Jiashun Chen
Donghuan Lu
Yu Zhang
Dong Wei
Munan Ning
Xinyu Shi
Zhe Xu
Yefeng Zheng
ViTMedIm
233
31
0
07 Jul 2022
Diffusion Deformable Model for 4D Temporal Medical Image Generation
Diffusion Deformable Model for 4D Temporal Medical Image GenerationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Boah Kim
Jong Chul Ye
DiffMMedIm
291
102
0
27 Jun 2022
Non-iterative Coarse-to-fine Registration based on Single-pass Deep
  Cumulative Learning
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Mingyuan Meng
Lei Bi
Dagan Feng
Jinman Kim
224
52
0
25 Jun 2022
XMorpher: Full Transformer for Deformable Medical Image Registration via
  Cross Attention
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross AttentionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Jiacheng Shi
Yuting He
Youyong Kong
J. Coatrieux
H. Shu
Guanyu Yang
Shuo Li
MedIm
176
138
0
15 Jun 2022
Unsupervised inter-frame motion correction for whole-body dynamic PET
  using convolutional long short-term memory in a convolutional neural network
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network
Xue-yuan Guo
Bo Zhou
D. Pigg
Bruce Spottiswoode
M. Casey
Chi Liu
Nicha Dvornek
MedIm
107
20
0
13 Jun 2022
$\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse
  Consistency
GradICON\texttt{GradICON}GradICON: Approximate Diffeomorphisms via Gradient Inverse ConsistencyComputer Vision and Pattern Recognition (CVPR), 2022
Lin Tian
Hastings Greer
Franccois-Xavier Vialard
Roland Kwitt
Raúl San José Estépar
Richard Jarrett Rushmore
Nikolaos Makris
Sylvain Bouix
Marc Niethammer
MedIm
324
40
0
13 Jun 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with
  Biomechanics-informed Prior
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior
C. Qin
Shuo Wang
Chong Chen
Wenjia Bai
Daniel Rueckert
MedIm
144
29
0
08 Jun 2022
What do we learn? Debunking the Myth of Unsupervised Outlier Detection
What do we learn? Debunking the Myth of Unsupervised Outlier Detection
Cosmin I. Bercea
Daniel Rueckert
Julia A. Schnabel
OODD
217
8
0
08 Jun 2022
Medical Image Registration via Neural Fields
Medical Image Registration via Neural Fields
Shanlin Sun
Kun Han
Hao Tang
Deying Kong
Junayed Naushad
Xiangyi Yan
Xiaohui Xie
MedIm
243
23
0
07 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit
  Hierarchical Disentanglement
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical DisentanglementInformation Processing in Medical Imaging (IPMI), 2022
Xin Eric Wang
Xinzhe Luo
Xiahai Zhuang
FedML
230
5
0
06 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention
Recursive Deformable Image Registration Network with Mutual AttentionAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2022
Jian-Qing Zheng
Ziyang Wang
Baoru Huang
N. Lim
T. Vincent
B. Papież
MedIm
246
12
0
04 Jun 2022
Transforming medical imaging with Transformers? A comparative review of
  key properties, current progresses, and future perspectives
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li
Junyu Chen
Yucheng Tang
Ce Wang
Bennett A. Landman
S. K. Zhou
ViTOODMedIm
433
143
0
02 Jun 2022
Generative Aging of Brain Images with Diffeomorphic Registration
Generative Aging of Brain Images with Diffeomorphic RegistrationHuman Brain Mapping (HBM), 2022
Jingru Fu
A. Tzortzakakis
J. Barroso
E. Westman
D. Ferreira
R. Moreno
MedIm
175
9
0
31 May 2022
Privacy Preserving Image Registration
Privacy Preserving Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Riccardo Taiello
Melek Önen
Francesco Capano
O. Humbert
Marco Lorenzi
MedIm
383
21
0
17 May 2022
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the
  Spine
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the SpineInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Bailiang Jian
Mohammad Farid Azampour
F. Benetti
Johannes Oberreuter
Christina Bukas
...
Anna-Sophia Dietrich
Jon F Rischewski
Jan S. Kirschke
Nassir Navab
T. Wendler
127
11
0
16 May 2022
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