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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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AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration
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260
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Yicheng Chen
Shengxiang Ji
Kun Han
Xiaohui Xie
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362
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Explainable unsupervised multi-modal image registration using deep networks
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A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
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Yihao Liu
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479
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28 Jul 2023
Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
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Lei Bi
M. Fulham
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Jinman Kim
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242
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Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration
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187
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A denoised Mean Teacher for domain adaptive point cloud registration
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Alexander Bigalke
M. Heinrich
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Edward Raff
S. Purushotham
131
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A Two-Step Deep Learning Method for 3DCT-2DUS Kidney Registration During Breathing
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Y. Chi
Yuyu Xu
Huiying Liu
Xiaoxiang Wu
Zhiqiang Liu
Jiawei Mao
Guibin Xu
Weimin Huang
3DPC
187
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23 May 2023
RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image Registration
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Tao Wang
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180
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Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer
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Yuzhen Ding
H. Feng
Yunze Yang
J. Holmes
Zheng-Ning Liu
...
N. Yu
Terence T. Sio
S. Schild
Baoxin Li
Wen Liu
MedIm
86
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21 Apr 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints
Alan Q. Wang
Evan M. Yu
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M. Sabuncu
179
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19 Apr 2023
Multimodal and multicontrast image fusion via deep generative models
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Simeon E. Spasov
A. Duggento
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Pietro Lio
N. Toschi
MedIm
237
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28 Mar 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration
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Joel Honkamaa
P. Marttinen
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274
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17 Mar 2023
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
296
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14 Mar 2023
Joint cortical registration of geometry and function using semi-supervised learning
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Jian Li
Greta Tuckute
Evelina Fedorenko
B. Edlow
B. Fischl
Adrian V. Dalca
232
4
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02 Mar 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
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Andrew Hoopes
Douglas N. Greve
Bruce Fischl
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334
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26 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
Reza Azad
Amirhossein Kazerouni
Moein Heidari
Ehsan Khodapanah Aghdam
Amir Molaei
Yiwei Jia
Abin Jose
Rijo Roy
Dorit Merhof
MedIm
ViT
375
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09 Jan 2023
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration
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Yao Su
Xin Dai
Lifang He
Xiangnan Kong
MedIm
78
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06 Dec 2022
Fourier-Net: Fast Image Registration with Band-limited Deformation
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Xiaogang Jia
Joseph Bartlett
Wei Chen
Siyang Song
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Wenqi Lu
Zhaowen Qiu
Yanfu Zhang
148
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29 Nov 2022
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
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20 Nov 2022
Meta-Learning Initializations for Interactive Medical Image Registration
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Zachary Michael Cieman Baum
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328
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27 Oct 2022
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CT
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K. Tringale
M. Reyngold
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N. Tyagi
Harini Veeraraghavan
138
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Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field
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MedIm
83
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28 Aug 2022
Multi-Modality Cardiac Image Computing: A Survey
Lei Li
Wangbin Ding
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Xiahai Zhuang
Vicente Grau
182
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26 Aug 2022
Deformation equivariant cross-modality image synthesis with paired non-aligned training data
Joel Honkamaa
Muhammad Umair Ahmed Khan
Sonja Koivukoski
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Leena Latonen
Pekka Ruusuvuori
Pekka Marttinen
OOD
MedIm
324
12
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26 Aug 2022
Medical image registration using unsupervised deep neural network: A scoping literature review
Biomedical 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
173
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03 Aug 2022
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Qingjie Meng
C. Qin
Wenjia Bai
Tianrui Liu
A. de Marvao
D. O’Regan
Daniel Rueckert
240
31
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29 Jul 2022
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration
International 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
ViT
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224
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07 Jul 2022
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
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Lei Bi
Dagan Feng
Jinman Kim
209
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25 Jun 2022
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention
International 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
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170
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15 Jun 2022
GradICON
\texttt{GradICON}
GradICON
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Hastings Greer
Franccois-Xavier Vialard
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Richard Jarrett Rushmore
Nikolaos Makris
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315
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Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior
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Chong Chen
Wenjia Bai
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144
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BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement
Information Processing in Medical Imaging (IPMI), 2022
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Xinzhe Luo
Xiahai Zhuang
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228
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06 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention
Annual Conference on Medical Image Understanding and Analysis (MIUA), 2022
Jian-Qing Zheng
Ziyang Wang
Baoru Huang
N. Lim
T. Vincent
B. Papież
MedIm
245
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Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine
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Bailiang Jian
Mohammad Farid Azampour
F. Benetti
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Christina Bukas
...
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Jon F Rischewski
Jan S. Kirschke
Nassir Navab
T. Wendler
127
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16 May 2022
AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Wen Shi
Hao Xu
Cong Sun
Jiwei Sun
Yamin Li
Xinyi Xu
Tian-hui Zheng
Yi Zhang
Guan Wang
Dan Wu
MedIm
139
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12 May 2022
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati
M. Rubaiyat Hossain Mondal
Prajoy Podder
V. B. Surya Prasath
MedIm
213
34
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24 Apr 2022
Learning the Effect of Registration Hyperparameters with HyperMorph
Andrew Hoopes
Malte Hoffmann
Douglas N. Greve
Bruce Fischl
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Adrian Dalca
272
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30 Mar 2022
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer
Computer Vision and Pattern Recognition (CVPR), 2022
Tony C. W. Mok
Albert C. S. Chung
ViT
MedIm
204
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29 Mar 2022
A Deep-Discrete Learning Framework for Spherical Surface Registration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Mohamed A. Suliman
Logan Z. J. Williams
Abdulah Fawaz
E. C. Robinson
112
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24 Mar 2022
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation
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Pietro Lio
Carola-Bibiane Schönlieb
Angelica I. Aviles-Rivero
228
16
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MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent
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Himanshi Bajaj
Istiyak H. Siddiquee
N. Subbarayappa
Steve Simon
S. Shashidhar
Oliver Speck
A. Nürnberger
228
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08 Mar 2022
Region Specific Optimization (RSO)-based Deep Interactive Registration
T. Bai
Muhan Lin
Xiao Liang
Biling Wang
M. Dohopolski
B. Cai
D. Nguyen
Steve B. Jiang
94
0
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