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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
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific
  Regularization in Deformable Image Registration
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image Registration
Aisha L. Shuaibu
Ivor J. A. Simpson
240
2
0
04 Mar 2024
Modality-Agnostic Structural Image Representation Learning for
  Deformable Multi-Modality Medical Image Registration
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
Tony C. W. Mok
Zi Li
Yunhao Bai
Jianpeng Zhang
Wei Liu
...
D. Jin
Yu Shi
Xiaoli Yin
Le Lu
Ling Zhang
194
18
0
29 Feb 2024
GDCNet: Calibrationless geometric distortion correction of echo planar
  imaging data using deep learning
GDCNet: Calibrationless geometric distortion correction of echo planar imaging data using deep learning
M. Jimeno
K. Bachi
George Gardner
Yasmin L. Hurd
J. Vaughan
S. Geethanath
115
1
0
29 Feb 2024
General Purpose Image Encoder DINOv2 for Medical Image Registration
General Purpose Image Encoder DINOv2 for Medical Image Registration
Xin Song
Xuanang Xu
Pingkun Yan
MedIm
144
13
0
24 Feb 2024
Multi-Objective Learning for Deformable Image Registration
Multi-Objective Learning for Deformable Image Registration
Monika Grewal
H. Westerveld
Peter A. N. Bosman
Tanja Alderliesten
MedIm
150
2
0
23 Feb 2024
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set
  Self-Supervision
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision
Hannah G. Mason
Jack H. Noble
107
1
0
16 Feb 2024
DeepATLAS: One-Shot Localization for Biomedical Data
DeepATLAS: One-Shot Localization for Biomedical Data
Peter D. Chang
146
0
0
14 Feb 2024
Registration of Longitudinal Spine CTs for Monitoring Lesion Growth
Registration of Longitudinal Spine CTs for Monitoring Lesion Growth
Malika Sanhinova
Nazim Haouchine
Steven D. Pieper
William M. Wells
T. A. Balboni
...
Sarah Caplan
Patrick Doyle
Heejoo Kang
David B. Hackney
R. Alkalay
79
3
0
14 Feb 2024
Pyramid Attention Network for Medical Image Registration
Pyramid Attention Network for Medical Image Registration
Zhuoyuan Wang
Hai-qun Wang
Yi Wang
ViTMedIm
127
6
0
14 Feb 2024
Neural Graphics Primitives-based Deformable Image Registration for
  On-the-fly Motion Extraction
Neural Graphics Primitives-based Deformable Image Registration for On-the-fly Motion Extraction
Xia Li
Fabian Zhang
Muheng Li
D. Weber
A. Lomax
Joachim Buhmann
Ye Zhang
3DH
133
0
0
08 Feb 2024
Decoder-Only Image Registration
Decoder-Only Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2024
Xi Jia
Wenqi Lu
Xinxing Cheng
Yanfu Zhang
MedIm3DV
183
6
0
05 Feb 2024
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of
  Deep Learning?
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?
Zhangxing Bian
A. Alshareef
Shuwen Wei
Junyu Chen
Yuli Wang
Jonghye Woo
Dzung L. Pham
Jiachen Zhuo
A. Carass
Jerry L. Prince
MedIm
144
4
0
31 Jan 2024
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration
Tao Guo
Yinuo Wang
Shihao Shu
Weimin Yuan
Diansheng Chen
Zhouping Tang
Cai Meng
Xiangzhi Bai
Mamba
451
18
0
25 Jan 2024
Dual-Domain Coarse-to-Fine Progressive Estimation Network for
  Simultaneous Denoising, Limited-View Reconstruction, and Attenuation
  Correction of Cardiac SPECT
Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT
Xiongchao Chen
Bo Zhou
Xueqi Guo
Huidong Xie
Qiong Liu
James S. Duncan
Albert J.Sinusas
Chi Liu
228
0
0
23 Jan 2024
DeepCERES: A Deep learning method for cerebellar lobule segmentation
  using ultra-high resolution multimodal MRI
DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRINeuroImage (NeuroImage), 2024
Sergio Morell-Ortega
Marina Ruiz-Perez
Marien Gadea
Roberto Vivó Hernando
Gregorio Rubio
F. Aparici-Robles
M. Iglesia-Vayá
G. Catheline
Pierrick Coupé
J. V. Manjón
185
10
0
22 Jan 2024
Slicer Networks
Slicer Networks
Hang Zhang
Xiang Chen
Rongguang Wang
Renjiu Hu
Dongdong Liu
Gaolei Li
MedIm
239
6
0
18 Jan 2024
BreastRegNet: A Deep Learning Framework for Registration of Breast
  Faxitron and Histopathology Images
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images
Negar Golestani
Aihui Wang
Gregory R Bean
M. Rusu
MedIm
189
1
0
18 Jan 2024
To deform or not: treatment-aware longitudinal registration for breast
  DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection
Luyi Han
Tao Tan
Tianyu Zhang
Yuan Gao
Xin Eric Wang
Valentina Longo
Sofía Ventura-Díaz
Anna D’Angelo
Jonas Teuwen
Ritse Mann
121
1
0
17 Jan 2024
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI
Marina Ruiz-Perez
Sergio Morell-Ortega
Marien Gadea
Roberto Vivó Hernando
Gregorio Rubio
F. Aparici-Robles
M. Iglesia-Vayá
T. Tourdias
Pierrick Coupé
J. V. Manjón
221
3
0
15 Jan 2024
ConKeD: Multiview contrastive descriptor learning for keypoint-based
  retinal image registration
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration
David Rivas-Villar
Álvaro S. Hervella
J. Rouco
Jorge Novo
212
5
0
11 Jan 2024
Super-resolution multi-contrast unbiased eye atlases with deep
  probabilistic refinement
Super-resolution multi-contrast unbiased eye atlases with deep probabilistic refinement
Ho Hin Lee
Adam M. Saunders
Michael E. Kim
Samuel W. Remedios
Lucas W. Remedios
...
Blake E. Dewey
J. Spraggins
Jerry L. Prince
Yuankai Huo
Bennett A. Landman
MedIm
236
2
0
05 Jan 2024
Distance Guided Generative Adversarial Network for Explainable Binary
  Classifications
Distance Guided Generative Adversarial Network for Explainable Binary Classifications
Xiangyu Xiong
Yue Sun
Xiaohong Liu
Wei Ke
C. Lam
...
Hui Xie
Tong Tong
Qinquan Gao
Haoming Chen
Tao Tan
GAN
192
0
0
29 Dec 2023
Towards Establishing Dense Correspondence on Multiview Coronary
  Angiography: From Point-to-Point to Curve-to-Curve Query Matching
Towards Establishing Dense Correspondence on Multiview Coronary Angiography: From Point-to-Point to Curve-to-Curve Query Matching
Yifan Wu
Rohit Jena
M. A. Gülsün
Vivek Singh
Puneet Sharma
James C. Gee
147
0
0
18 Dec 2023
High-Resolution Maps of Left Atrial Displacements and Strains Estimated
  with 3D CINE MRI and Unsupervised Neural Networks
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural NetworksIEEE Transactions on Medical Imaging (TMI), 2023
C. Galazis
Samuel Shepperd
Emma Brouwer
Sandro Queirós
E. Alskaf
M. Anjari
A. Chiribiri
Jack Lee
Anil A. Bharath
Marta Varela
144
0
0
14 Dec 2023
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D
  Brain Image Registration with Small Patches
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches
Henrik Skibbe
Michal Byra
A. Watakabe
Tetsuo Yamamori
M. Reisert
MedIm3DV3DPC
197
0
0
12 Dec 2023
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series
S. M. Abulnaga
Neel Dey
Sean I. Young
Eileen Pan
Katherine I. Hobgood
Clinton Jia Wang
P. E. Grant
Esra Abaci Turk
Polina Golland
206
4
0
08 Dec 2023
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D
  Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full
  and Sparse Annotations
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse Annotations
Hong Liu
Dong Wei
Donghuan Lu
Xiaoying Tang
Liansheng Wang
Yefeng Zheng
190
15
0
04 Dec 2023
Adaptive Correspondence Scoring for Unsupervised Medical Image
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Adaptive Correspondence Scoring for Unsupervised Medical Image RegistrationEuropean Conference on Computer Vision (ECCV), 2023
Xiaoran Zhang
J. Stendahl
Lawrence H. Staib
Albert J Sinusas
Alex Wong
James S. Duncan
OOD
290
5
0
01 Dec 2023
Heteroscedastic Uncertainty Estimation Framework for Unsupervised
  Registration
Heteroscedastic Uncertainty Estimation Framework for Unsupervised RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Xiaoran Zhang
Daniel H. Pak
S. Ahn
Xiaoxiao Li
Chenyu You
Lawrence H. Staib
Albert J Sinusas
Alex Wong
James S. Duncan
UQCV
276
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01 Dec 2023
Full-resolution MLPs Empower Medical Dense Prediction
Full-resolution MLPs Empower Medical Dense Prediction
Mingyuan Meng
Yuxin Xue
Da-wei Feng
Lei Bi
Jinman Kim
MedIm
220
6
0
28 Nov 2023
Spatially Covariant Image Registration with Text Prompts
Spatially Covariant Image Registration with Text PromptsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xiang Chen
Min Liu
Rongguang Wang
Renjiu Hu
Dongdong Liu
Gaolei Li
Hang Zhang
MedIm
264
21
0
27 Nov 2023
Adaptive Image Registration: A Hybrid Approach Integrating Deep Learning
  and Optimization Functions for Enhanced Precision
Adaptive Image Registration: A Hybrid Approach Integrating Deep Learning and Optimization Functions for Enhanced Precision
Gabriel De Araujo
Shanlin Sun
Xiaohui Xie
136
0
0
27 Nov 2023
Self-supervised OCT Image Denoising with Slice-to-Slice Registration and
  Reconstruction
Self-supervised OCT Image Denoising with Slice-to-Slice Registration and ReconstructionIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Shijie Li
Palaiologos Alexopoulos
Anse Vellappally
Ronald Zambrano
Gadi Wollstein
Guido Gerig
101
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0
26 Nov 2023
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image
  registration framework using stable sampling and regularized transformation
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation
Lin Tian
Zi Li
Fengze Liu
Xiaoyu Bai
Jia Ge
Le Lu
Marc Niethammer
X. Ye
Ke Yan
D. Jin
279
9
0
25 Nov 2023
Deformable multi-modal image registration for the correlation between
  optical measurements and histology images
Deformable multi-modal image registration for the correlation between optical measurements and histology imagesJournal of Biomedical Optics (JBO), 2023
Lianne Feenstra
Maud Lambregts
T. Ruers
B. Dashtbozorg
91
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0
24 Nov 2023
Point Projection Mapping System for Tracking, Registering, Labeling and
  Validating Optical Tissue Measurements
Point Projection Mapping System for Tracking, Registering, Labeling and Validating Optical Tissue MeasurementsJournal of Imaging (JI), 2023
Lianne Feenstra
Stefan D. van der Stel
Marcos Da Silva Guimaraes
T. Ruers
B. Dashtbozorg
76
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22 Nov 2023
Unsupervised Multimodal Surface Registration with Geometric Deep
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Unsupervised Multimodal Surface Registration with Geometric Deep LearningMedical Image Analysis (MIA), 2023
Mohamed A. Suliman
Logan Z. J. Williams
Abdulah Fawaz
Emma C. Robinson
210
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21 Nov 2023
Learning Physics-Inspired Regularization for Medical Image Registration
  with Hypernetworks
Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks
Anna Reithmeir
Julia A. Schnabel
V. Zimmer
MedImAI4CE
195
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A deformation-based morphometry framework for disentangling Alzheimer's
  disease from normal aging using learned normal aging templates
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Jingru Fu
Daniel Ferreira
Orjan Smedby
R. Moreno
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244
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Multi-task learning for joint weakly-supervised segmentation and aortic
  arch anomaly classification in fetal cardiac MRI
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRIMachine Learning for Biomedical Imaging (MLBI), 2023
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David F. A. Lloyd
K. Pushparajah
Andrew P. King
Maria Deprez
147
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Contrast-Agnostic Groupwise Registration by Robust PCA for Quantitative
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Contrast-Agnostic Groupwise Registration by Robust PCA for Quantitative Cardiac MRI
Xinqi Li
Yi Zhang
Yidong Zhao
Jan van Gemert
Qian Tao
116
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Continual atlas-based segmentation of prostate MRI
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Amin Ranem
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318
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Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT
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Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss
Jiarui Zhu
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Hongfei Sun
Shaohua Zhi
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151
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JOSA: Joint surface-based registration and atlas construction of brain
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JOSA: Joint surface-based registration and atlas construction of brain geometry and function
Jian Li
Greta Tuckute
Evelina Fedorenko
B. Edlow
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B. Fischl
150
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TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for
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William Ndzimbong
Cyril Fourniol
Loic Themyr
Nicolas Thome
Yvonne Keeza
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Didier Mutter
Alexandre Hostettler
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158
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Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yang Liu
Shi Gu
MedIm
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Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic
  Feature Co-Registration
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration
Xuewei Li
Yaqiao Zhu
Jie Gao
X. Wei
Ruixuan Zhang
Yuan Tian
Mei Yu
292
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AngioMoCo: Learning-based Motion Correction in Cerebral Digital
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AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction AngiographyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ruisheng Su
M. van der Sluijs
Sandra A. P. Cornelissen
W. V. van Zwam
A. van der Lugt
W. Niessen
D. Ruijters
T. van Walsum
Adrian V. Dalca
70
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Consistency Regularization Improves Placenta Segmentation in Fetal EPI
  MRI Time Series
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Yingcheng Liu
Neerav Karani
Neel Dey
S. M. Abulnaga
Junshen Xu
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Esra Abaci Turk
Polina Golland
177
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Continuous 3D Myocardial Motion Tracking via Echocardiography
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Chengkang Shen
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Weipeng Zhao
David J. Brady
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