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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
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image
  Segmentation
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ziyuan Zhao
Fangcheng Zhou
Zeng Zeng
Cuntai Guan
S. Kevin Zhou
291
10
0
11 May 2023
Neuralizer: General Neuroimage Analysis without Re-Training
Neuralizer: General Neuroimage Analysis without Re-TrainingComputer Vision and Pattern Recognition (CVPR), 2023
Steffen Czolbe
H. Dickinson
OOD
304
25
0
04 May 2023
Inverse Consistency by Construction for Multistep Deep Registration
Inverse Consistency by Construction for Multistep Deep RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Hastings Greer
Lin Tian
François-Xavier Vialard
Roland Kwitt
Sylvain Bouix
Raúl San José Estépar
Richard Jarrett Rushmore
Marc Niethammer
MedIm
290
15
0
28 Apr 2023
DIAMANT: Dual Image-Attention Map Encoders For Medical Image
  Segmentation
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation
Yousef Yeganeh
Azade Farshad
Peter Weinberger
Seyed-Ahmad Ahmadi
Ehsan Adeli
Nassir Navab
ViTMedIm
166
0
0
28 Apr 2023
Learning Task-Specific Strategies for Accelerated MRI
Learning Task-Specific Strategies for Accelerated MRIIEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2023
Zihui Wu
Tianwei Yin
Yu Sun
R. Frost
A. Kouwe
Adrian Dalca
Katherine Bouman
199
7
0
25 Apr 2023
Vision Transformer for Efficient Chest X-ray and Gastrointestinal Image
  Classification
Vision Transformer for Efficient Chest X-ray and Gastrointestinal Image Classification
Smriti Regmi
A. Subedi
Ulas Bagci
Debesh Jha
ViTMedIm
144
17
0
23 Apr 2023
Deep-Learning-based Fast and Accurate 3D CT Deformable Image
  Registration in Lung Cancer
Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung CancerMedical Physics (Lancaster) (Med. Phys.), 2023
Yuzhen Ding
H. Feng
Yunze Yang
J. Holmes
Zheng-Ning Liu
...
N. Yu
Terence T. Sio
S. Schild
Baoxin Li
Wen Liu
MedIm
87
30
0
21 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive
  Learning
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li
Zhiming Cui
Lichi Zhang
Sheng Wang
Chenjin Lei
...
Yajia Gu
Zaiyi Liu
Chunling Liu
Dinggang Shen
Jie‐Zhi Cheng
572
3
0
20 Apr 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal
  Registration via Keypoints
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints
Alan Q. Wang
Evan M. Yu
Adrian Dalca
M. Sabuncu
180
38
0
19 Apr 2023
Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD
  Progression from OCT
Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT
A. Chakravarty
T. Emre
Oliver Leingang
Sophie Riedl
Julia Mai
...
S. Sivaprasad
Daniel Rueckert
A. Lotery
U. Schmidt-Erfurth
Hrvoje Bogunović
159
1
0
17 Apr 2023
Magnitude Invariant Parametrizations Improve Hypernetwork Learning
Magnitude Invariant Parametrizations Improve Hypernetwork LearningInternational Conference on Learning Representations (ICLR), 2023
Jose Javier Gonzalez Ortiz
John Guttag
Adrian Dalca
254
11
0
15 Apr 2023
UniverSeg: Universal Medical Image Segmentation
UniverSeg: Universal Medical Image SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
V. Butoi
Jose Javier Gonzalez Ortiz
Tianyu Ma
M. Sabuncu
John Guttag
Adrian Dalca
295
138
0
12 Apr 2023
Scale-Space Hypernetworks for Efficient Biomedical Imaging
Scale-Space Hypernetworks for Efficient Biomedical Imaging
Jose Javier Gonzalez Ortiz
John Guttag
Adrian Dalca
240
0
0
11 Apr 2023
Primitive Simultaneous Optimization of Similarity Metrics for Image
  Registration
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration
Diana Waldmannstetter
Benedikt Wiestler
Julian Schwarting
Ivan Ezhov
M. Metz
...
Jan S. Kirschke
Rolf A. Heckemann
Marie Piraud
Bjoern Menze
Florian Kofler
171
0
0
04 Apr 2023
Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion
  Estimation Using Deep CNNs
Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs
M. S. Feinler
B. Hahn
MedIm
120
7
0
30 Mar 2023
Multimodal and multicontrast image fusion via deep generative models
Multimodal and multicontrast image fusion via deep generative modelsInformation Fusion (Inf. Fusion), 2022
Giovanna Maria Dimitri
Simeon E. Spasov
A. Duggento
L. Passamonti
Pietro Lio
N. Toschi
MedIm
237
32
0
28 Mar 2023
fRegGAN with K-space Loss Regularization for Medical Image Translation
fRegGAN with K-space Loss Regularization for Medical Image Translation
Ivo M. Baltruschat
Felix Kreis
A. Hoelscher
Melanie Dohmen
Matthias Lenga
GANMedIm
177
4
0
28 Mar 2023
A Registration- and Uncertainty-based Framework for White Matter Tract
  Segmentation With Only One Annotated Subject
A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated SubjectIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Haocheng Xu
Tengfei Xue
Dongnan Liu
Fan Zhang
C. Westin
Ron Kikinis
L. O’Donnell
Weidong (Tom) Cai
175
6
0
25 Mar 2023
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI
  Pre-processing
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Xinzi He
Alan Q. Wang
M. Sabuncu
143
7
0
21 Mar 2023
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility
  Artifact Correction in EPI
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPIMagnetic Resonance in Medicine (MRM), 2023
Abdallah Zaid Alkilani
Tolga Çukur
E. Saritas
MedImAAML
159
10
0
18 Mar 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent,
  and topology preserving image registration
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registrationMachine Learning for Biomedical Imaging (MLBI), 2023
Joel Honkamaa
P. Marttinen
MedIm
274
6
0
17 Mar 2023
Learning Homeomorphic Image Registration via Conformal-Invariant
  Hyperelastic Regularisation
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation
Jing Zou
Noémie Debroux
Lihao Liu
Jing Qin
Carola-Bibiane Schönlieb
Angelica I Aviles-Rivero
MedIm
298
2
0
14 Mar 2023
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation SpacesInformation Processing in Medical Imaging (IPMI), 2023
Nian Wu
Miaomiao Zhang
178
10
0
13 Mar 2023
An automated pipeline to create an atlas of in situ hybridization gene
  expression data in the adult marmoset brain
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brainIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Charissa Poon
M. F. Rachmadi
Michal Byra
Matthias Schlachter
Binbing Xu
T. Shimogori
Henrik Skibbe
145
0
0
13 Mar 2023
Spatial Correspondence between Graph Neural Network-Segmented Images
Spatial Correspondence between Graph Neural Network-Segmented ImagesInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023
Qian Li
Yunguan Fu
Qianye Yang
Z. Du
Hongjian Yu
Yipeng Hu
144
1
0
12 Mar 2023
Deformable Cross-Attention Transformer for Medical Image Registration
Deformable Cross-Attention Transformer for Medical Image Registration
Junyu Chen
Yihao Liu
Yufan He
Yong Du
ViTOODMedIm
170
21
0
10 Mar 2023
Spatially-varying Regularization with Conditional Transformer for
  Unsupervised Image Registration
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration
Junyu Chen
Yihao Liu
Yufan He
Yong Du
ViTMedIm
196
5
0
10 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance
  Changes
MetaMorph: Learning Metamorphic Image Transformation With Appearance ChangesInformation Processing in Medical Imaging (IPMI), 2023
Jian Wang
Jiarui Xing
Jason Druzgal
W. Wells
Miaomiao Zhang
MedIm
165
7
0
08 Mar 2023
Structure-aware registration network for liver DCE-CT images
Structure-aware registration network for liver DCE-CT imagesIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Peng Xue
Jingyang Zhang
Lei Ma
Mianxin Liu
Yuning Gu
Jia-Bin Huang
Feihong Liua
Yongsheng Pan
Xiaohuan Cao
Dinggang Shen
MedIm
116
7
0
08 Mar 2023
Comparing 3D deformations between longitudinal daily CBCT acquisitions
  using CNN for head and neck radiotherapy toxicity prediction
Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction
W. Le
C. Bang
Philippine Cordelle
D. Markel
P. Nguyen-Tan
Houda Bahig
Samuel Kadoury
97
2
0
07 Mar 2023
Joint cortical registration of geometry and function using
  semi-supervised learning
Joint cortical registration of geometry and function using semi-supervised learningInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023
Jian Li
Greta Tuckute
Evelina Fedorenko
B. Edlow
B. Fischl
Adrian V. Dalca
237
4
0
02 Mar 2023
Indescribable Multi-modal Spatial Evaluator
Indescribable Multi-modal Spatial EvaluatorComputer Vision and Pattern Recognition (CVPR), 2023
Lingke Kong
X. Qi
Qijin Shen
Jiacheng Wang
Jingyi Zhang
Yanle Hu
Qichao Zhou
175
10
0
01 Mar 2023
Leveraging SO(3)-steerable convolutions for pose-robust semantic
  segmentation in 3D medical data
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data
I. Díaz
Mario Geiger
Richard McKinley
3DPC
197
2
0
01 Mar 2023
Self-supervised Registration and Segmentation of the Ossicles with A
  Single Ground Truth Label
Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label
Yike Zhang
J. Noble
95
9
0
15 Feb 2023
Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and
  Reconstruction Framework for Accelerated PET
Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and Reconstruction Framework for Accelerated PETInformation Processing in Medical Imaging (IPMI), 2023
Bo Zhou
Yu-Jung Tsai
Jiazhen Zhang
Xueqi Guo
Huidong Xie
Xiongchao Chen
T. Miao
Yihuan Lu
James S. Duncan
Chi Liu
118
10
0
14 Feb 2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology
  Segmentation
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology SegmentationIEEE Transactions on Medical Imaging (TMI), 2023
Wangbin Ding
Lei Li
Junyi Qiu
Sihan Wang
Liqin Huang
Yinyin Chen
Shan Yang
Xiahai Zhuang
129
10
0
07 Feb 2023
Reconstruction-driven motion estimation for motion-compensated MR CINE
  imaging
Reconstruction-driven motion estimation for motion-compensated MR CINE imagingIEEE Transactions on Medical Imaging (TMI), 2023
Jiazhen Pan
Wenqi Huang
Daniel Rueckert
Thomas Kustner
Kerstin Hammernik
158
0
0
05 Feb 2023
Recurrence With Correlation Network for Medical Image Registration
Recurrence With Correlation Network for Medical Image Registration
Vignesh Sivan
Teodora Vujovic
R. Ranabhat
Alexander Wong
S. McLachlin
M. Hardisty
102
2
0
05 Feb 2023
Longformer: Longitudinal Transformer for Alzheimer's Disease
  Classification with Structural MRIs
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Qiu-hui Chen
Yi Hong
MedIm
291
27
0
02 Feb 2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans
RMSim: Controlled Respiratory Motion Simulation on Static Patient ScansPhysics in Medicine and Biology (PMB), 2023
Donghoon Lee
E. Yorke
M. Zarepisheh
Saad Nadeem
Yu-chi Hu
107
3
0
26 Jan 2023
Anatomy-aware and acquisition-agnostic joint registration with
  SynthMorph
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
Malte Hoffmann
Andrew Hoopes
Douglas N. Greve
Bruce Fischl
Adrian Dalca
MedIm
334
26
0
26 Jan 2023
Impact of PCA-based preprocessing and different CNN structures on
  deformable registration of sonograms
Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonogramsCSRN (CSRN), 2023
Christian Schmidt
H. M. Overhoff
134
1
0
20 Jan 2023
Promises and pitfalls of deep neural networks in neuroimaging-based
  psychiatric research
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric researchExperimental Neurology (Exp. Neurol.), 2021
Fabian Eitel
Marc-Andre Schulz
Moritz Seiler
Henrik Walter
K. Ritter
AI4CE
249
49
0
20 Jan 2023
DRIMET: Deep Registration for 3D Incompressible Motion Estimation in
  Tagged-MRI with Application to the Tongue
DRIMET: Deep Registration for 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue
Zhangxing Bian
Fangxu Xing
Jinglun Yu
Muhan Shao
Yihao Liu
A. Carass
J. Zhuo
Jonghye Woo
Jerry L. Prince
MedIm
217
2
0
18 Jan 2023
LSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound
  Landmark Tracking
LSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound Landmark Tracking
Zhihua Liu
B. Yang
Yan Shen
Xuejun Ni
Huiyu Zhou
MedIm
227
0
0
11 Jan 2023
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis
J. Kapoor
Jakob H. Macke
Christian F. Baumgartner
MedIm
260
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09 Jan 2023
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage
  Images for Efficient Midline Shift Quantification
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift QuantificationInformation Processing in Medical Imaging (IPMI), 2023
Shizhan Gong
Cheng Chen
Yuqi Gong
Nga Yan Chan
Wenao Ma
C. Mak
J. Abrigo
Qi Dou
DiffMMedIm
162
9
0
01 Jan 2023
Morphology-based non-rigid registration of coronary computed tomography
  and intravascular images through virtual catheter path optimization
Morphology-based non-rigid registration of coronary computed tomography and intravascular images through virtual catheter path optimizationIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Karim Kadry
Abhishek Karmakar
A. Schuh
K. Petersen
M. Schaap
David Marlevi
Charles Taylor
E. Edelman
F. R. Nezami
108
7
0
30 Dec 2022
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image
  Generation
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image GenerationInformation Processing in Medical Imaging (IPMI), 2022
Jee Seok Yoon
Chenghao Zhang
Heung-Il Suk
Jia Guo
Xiaoxia Li
DiffMMedIm
252
68
0
16 Dec 2022
2D/3D Deep Image Registration by Learning 3D Displacement Fields for
  Abdominal Organs
2D/3D Deep Image Registration by Learning 3D Displacement Fields for Abdominal Organs
Ryuto Miura
M. Nakao
M. Nakamura
T. Matsuda
61
1
0
11 Dec 2022
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