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1809.06130
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A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration
17 September 2018
B. D. de Vos
F. Berendsen
M. Viergever
Hessam Sokooti
Marius Staring
Ivana Isgum
MedIm
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Papers citing
"A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration"
50 / 202 papers shown
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Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis
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Coordinate Translator for Learning Deformable Medical Image Registration
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Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation
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28 Feb 2022
Multi-Atlas Segmentation and Spatial Alignment of the Human Embryo in First Trimester 3D Ultrasound
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One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
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196
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26 Jan 2022
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Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration
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153
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DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model
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Inhwa Han
Jong Chul Ye
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Embedding Gradient-based Optimization in Image Registration Networks
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Kerstin Hammernik
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Daniel Rueckert
182
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Regularized directional representations for medical image registration
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Pierre-Henri Conze
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30 Nov 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
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Maria Vakalopoulou
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215
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23 Nov 2021
Deformable image registration with deep network priors: a study on longitudinal PET images
Physics in Medicine and Biology (PMB), 2021
Constance Fourcade
L. Ferrer
Noémie Moreau
Gianmarco Santini
Aislinn Brennan
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P. Jézéquel
Mario Campone
M. Rubeaux
Diana Mateus
MedIm
189
4
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22 Nov 2021
TransMorph: Transformer for unsupervised medical image registration
Junyu Chen
Eric C. Frey
Yufan He
W. Paul Segars
Ye Li
Yong Du
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19 Nov 2021
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
M. Nakao
M. Nakamura
T. Matsuda
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214
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DeepDoseNet: A Deep Learning model for 3D Dose Prediction in Radiation Therapy
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Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo
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Mohammad Farid Azampour
Huaqi Qiu
Ben Glocker
Bernhard Kainz
Loic Le Folgoc
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91
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25 Oct 2021
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry applied to Imaging
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164
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Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge
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Tuong Khanh Long Do
Huy Tran
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Quang-Dieu Tran
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MedIm
164
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Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images
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Ruiyan Zhang
Qian Wang
Jinman Kim
322
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30 Sep 2021
Identifying partial mouse brain microscopy images from Allen reference atlas using a contrastively learned semantic space
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R. Leiras
Raghavendra Selvan
145
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14 Sep 2021
NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach
Samah Khawaled
Moti Freiman
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176
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15 Aug 2021
Deformation-Compensated Learning for Image Reconstruction without Ground Truth
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Yu Sun
C. Eldeniz
Jiaming Liu
Hongyu An
Ulugbek S. Kamilov
218
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12 Jul 2021
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration
Zhe Xu
Jie Luo
Donghuan Lu
Jiangpeng Yan
Sarah F. Frisken
J. Jagadeesan
W. Wells
Xiu Li
Yefeng Zheng
Raymond Kai-Yu Tong
279
20
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06 Jul 2021
Multi-scale Neural ODEs for 3D Medical Image Registration
Junshen Xu
Eric Z. Chen
Xiao Chen
Terrence Chen
Shanhui Sun
MedIm
187
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16 Jun 2021
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans
Xinzi He
Jia Guo
Xuzhe Zhang
Hanwen Bi
S. Gerard
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Eric A. Hoffman
J. Reinhardt
R. G. Barr
Elsa D. Angelini
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155
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14 Jun 2021
Artificial Intelligence in Minimally Invasive Interventional Treatment
D. Ruijters
79
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08 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis
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Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
439
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27 May 2021
Learning a Model-Driven Variational Network for Deformable Image Registration
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Xi Jia
A. Thorley
Wei Chen
Huaqi Qiu
Linlin Shen
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A. Leonardis
A. de Marvao
D. O’Regan
Daniel Rueckert
Yanfu Zhang
MedIm
171
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25 May 2021
A low-rank representation for unsupervised registration of medical images
Dengqiang Jia
Shangqi Gao
Qunlong Chen
Xinzhe Luo
Xiahai Zhuang
153
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20 May 2021
Attention for Image Registration (AiR): an unsupervised Transformer approach
Zihao Wang
H. Delingette
ViT
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118
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05 May 2021
A Meta-Learning Approach for Medical Image Registration
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Heejung Park
Gyeong Min Lee
Soopil Kim
Gahyung Ryu
Areum Jeong
Sang Hyun Park
Sa-Hee Min
188
13
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21 Apr 2021
Semantic similarity metrics for learned image registration
International Conference on Medical Imaging with Deep Learning (MIDL), 2021
Steffen Czolbe
Oswin Krause
Aasa Feragen
226
17
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20 Apr 2021
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy
Soumya Gupta
Sharib Ali
L. Goldsmith
B. Turney
J. Rittscher
232
7
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02 Apr 2021
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study
PLoS ONE (PLOS ONE), 2021
Jiahao Lu
Johan Öfverstedt
Patrick Micke
Natavsa Sladoje
MedIm
234
24
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30 Mar 2021
Test-Time Training for Deformable Multi-Scale Image Registration
IEEE International Conference on Robotics and Automation (ICRA), 2021
Wentao Zhu
Yufang Huang
Daguang Xu
Zhen Qian
Wei Fan
Xiaohui Xie
179
26
0
25 Mar 2021
Equivariant Filters for Efficient Tracking in 3D Imaging
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Daniel Moyer
Esra Abaci Turk
P. E. Grant
W. Wells
Polina Golland
3DPC
174
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0
18 Mar 2021
Cascaded Feature Warping Network for Unsupervised Medical Image Registration
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Liutong Zhang
Lei Zhou
Ruiyang Li
Xianyu Wang
Boxuan Han
Hongen Liao
MedIm
66
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15 Mar 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks
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Mingyuan Meng
Lei Bi
M. Fulham
Dagan Feng
Jinman Kim
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151
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09 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models
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D-Net: Siamese based Network with Mutual Attention for Volume Alignment
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N. Lim
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25 Jan 2021
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow
Machine Learning for Biomedical Imaging (MLBI), 2021
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182
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24 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration
Information Processing in Medical Imaging (IPMI), 2021
Andrew Hoopes
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Bruce Fischl
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413
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04 Jan 2021
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast
NeuroImage (NeuroImage), 2020
Juan Eugenio Iglesias
Benjamin Billot
Yael Balbastre
A. Tabari
J. Conklin
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Polina Golland
B. Edlow
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267
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24 Dec 2020
Multi-Contrast Computed Tomography Healthy Kidney Atlas
Ho Hin Lee
Yucheng Tang
Kaiwen Xu
Shunxing Bao
Agnes B. Fogo
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M. Caestecker
Mattias P. Heinrich
J. Spraggins
Yuankai Huo
Bennett A. Landman
159
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Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks
Matthew Sinclair
A. Schuh
K. Hahn
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Ying Bai
James Batten
M. Schaap
Ben Glocker
235
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CNN-based Lung CT Registration with Multiple Anatomical Constraints
Alessa Hering
Stephanie Häger
J. Moltz
Nikolas Lessmann
Stefan Heldmann
Bram van Ginneken
191
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0
29 Nov 2020
Registration of serial sections: An evaluation method based on distortions of the ground truths
IEEE Access (IEEE Access), 2020
Oleg Lobachev
Takuya Funatomi
Alexander Pfaffenroth
R. Förster
Lars Knudsen
...
T. Salaets
J. Toelen
Simone Gaffling
C. Mühlfeld
R. Grothausmann
314
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22 Nov 2020
Contrastive Registration for Unsupervised Medical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Lihao Liu
Angelica I Aviles-Rivero
Carola-Bibiane Schönlieb
219
49
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