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1903.09331
Cited By
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations
Information Processing in Medical Imaging (IPMI), 2019
22 March 2019
C. Qin
Bibo Shi
Rui Liao
Tommaso Mansi
Daniel Rueckert
A. Kamen
MedIm
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Papers citing
"Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations"
50 / 65 papers shown
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Andrew Hoopes
S. M. Abulnaga
M. Sabuncu
John Guttag
Adrian Dalca
MedIm
235
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0
17 Nov 2025
Anatomy-DT: A Cross-Diffusion Digital Twin for Anatomical Evolution
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Gagandeep Singh
Prateek Prasanna
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AI4CE
195
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0
29 Sep 2025
Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization
Minheng Chen
Youyong Kong
193
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0
08 Sep 2025
RealKeyMorph: Keypoints in Real-world Coordinates for Resolution-agnostic Image Registration
Mina C Moghadam
Alan Q. Wang
Omer Taub
Martin R. Prince
M. Sabuncu
310
0
0
12 Jun 2025
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection
Wentao Wu
Chenglong Li
Xinyu Wang
Bin Luo
Qi Liu
368
4
0
10 Mar 2025
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review
Journal of Pathology Informatics (J Pathol Inform), 2025
Behnaz Elhaminia
Abdullah Alsalemi
Esha Nasir
Mostafa Jahanifar
Ruqayya Awan
Lawrence S Young
Nasir M. Rajpoot
F. Minhas
S. Raza
380
5
0
26 Feb 2025
MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration
Kaiang Wen
Bin Xie
Bin Duan
Yan Yan
Mamba
230
2
0
03 Nov 2024
CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
Workshop on Biomedical Image Registration (WBIR), 2024
Yinsong Wang
Siyi Du
Shaoming Zheng
Xinzhe Luo
Chen Qin
243
2
0
03 Aug 2024
multiGradICON: A Foundation Model for Multimodal Medical Image Registration
Workshop on Biomedical Image Registration (WBIR), 2024
Basar Demir
Lin Tian
Hastings Greer
Roland Kwitt
François-Xavier Vialard
R. Estépar
Sylvain Bouix
Richard Jarrett Rushmore
Ebrahim Ebrahim
Marc Niethammer
OOD
MedIm
453
17
0
01 Aug 2024
Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning
Chuanpu Li
Zeli Chen
Yiwen Zhang
Liming Zhong
Wei Yang
201
1
0
10 Jul 2024
Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss
Jiahua Li
James T. Grist
Fergus V. Gleeson
Bartłomiej W. Papież
246
0
0
21 Jun 2024
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration
Alan Q. Wang
Rachit Saluja
Heejong Kim
Xinzi He
Adrian V. Dalca
M. Sabuncu
427
3
0
22 May 2024
Medical Image Registration and Its Application in Retinal Images: A Review
Qiushi Nie
Xiaoqing Zhang
Yan Hu
Mingdao Gong
Jiang-Dong Liu
275
12
0
25 Mar 2024
Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Xinzhe Luo
Xin Wang
Linda Shapiro
Chun Yuan
Jianfeng Feng
Xiahai Zhuang
400
0
0
04 Jan 2024
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
Junyu Chen
Yihao Liu
Shuwen Wei
Zhangxing Bian
Shalini Subramanian
A. Carass
Jerry L. Prince
Yong Du
OOD
586
139
0
28 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images
Wenhui Lei
Xu Wei
Xiaofan Zhang
Kang Li
Shaoting Zhang
MedIm
587
3
0
26 Jun 2023
Cross-Modal Vertical Federated Learning for MRI Reconstruction
Yu-bao Yan
Hong Wang
Yawen Huang
Nanjun He
Lei Zhu
Yuexiang Li
Yong Xu
Yefeng Zheng
OOD
FedML
263
20
0
05 Jun 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints
Alan Q. Wang
Evan M. Yu
Adrian Dalca
M. Sabuncu
255
43
0
19 Apr 2023
Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration
Zhiying Jiang
Zengxi Zhang
Jinyuan Liu
Xin-Yue Fan
Risheng Liu
319
4
0
12 Apr 2023
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Yinsong Wang
Huaqi Qiu
C. Qin
220
11
0
19 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes
Information Processing in Medical Imaging (IPMI), 2023
Jian Wang
Jiarui Xing
Jason Druzgal
W. Wells
Miaomiao Zhang
MedIm
214
7
0
08 Mar 2023
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?
Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2023
Elisabeth Wetzer
Patrick Micke
Natavsa Sladoje
SSL
270
3
0
01 Mar 2023
Indescribable Multi-modal Spatial Evaluator
Computer Vision and Pattern Recognition (CVPR), 2023
Lingke Kong
X. Qi
Qijin Shen
Jiacheng Wang
Jingyi Zhang
Yanle Hu
Qichao Zhou
277
13
0
01 Mar 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
Malte Hoffmann
Andrew Hoopes
Douglas N. Greve
Bruce Fischl
Adrian Dalca
MedIm
428
27
0
26 Jan 2023
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors
Anjun Hu
Jean-Pierre Falet
Brennan Nichyporuk
Changjian Shui
Douglas L. Arnold
Sotirios A. Tsaftaris
Tal Arbel
229
2
0
15 Nov 2022
Multi-Modality Cardiac Image Computing: A Survey
Lei Li
Wangbin Ding
Liqun Huang
Xiahai Zhuang
Vicente Grau
277
48
0
26 Aug 2022
K-UNN: k-Space Interpolation With Untrained Neural Network
Zhuoxu Cui
Seng Jia
Qingyong Zhu
Congcong Liu
Zhilang Qiu
Yuanyuan Liu
Jing Cheng
Haifeng Wang
Yanjie Zhu
Dong Liang
172
1
0
11 Aug 2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality
IEEE 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
179
14
0
26 Jul 2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Neel Dey
Jo Schlemper
S. Salehi
Bo Zhou
Guido Gerig
M. Sofka
MedIm
256
22
0
27 Jun 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior
C. Qin
Shuo Wang
Chong Chen
Wenjia Bai
Daniel Rueckert
MedIm
184
29
0
08 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement
Information Processing in Medical Imaging (IPMI), 2022
Xin Eric Wang
Xinzhe Luo
Xiahai Zhuang
FedML
414
6
0
06 Jun 2022
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati
M. Rubaiyat Hossain Mondal
Prajoy Podder
V. B. Surya Prasath
MedIm
279
34
0
24 Apr 2022
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis
Italian National Conference on Sensors (INS), 2022
Chengjia Wang
Guang Yang
G. Papanastasiou
166
8
0
07 Mar 2022
Multi-modal unsupervised brain image registration using edge maps
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
Vasiliki Sideri-Lampretsa
Georgios Kaissis
Daniel Rueckert
MedIm
339
10
0
09 Feb 2022
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Wangbin Ding
Lei Li
Xiahai Zhuang
Liqin Huang
481
25
0
04 Feb 2022
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Théo Estienne
Maria Vakalopoulou
Enzo Battistella
T. Henry
Marvin Lerousseau
A. Leroy
Nikos Paragios
Eric Deutsch
265
6
0
23 Nov 2021
Breaking the Dilemma of Medical Image-to-image Translation
Lingke Kong
Chenyu Lian
Detian Huang
Zhenjiang Li
Yanle Hu
Qichao Zhou
GAN
MedIm
515
197
0
13 Oct 2021
Learning Disentangled Representations in the Imaging Domain
Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
OOD
DRL
874
92
0
26 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images
Adrià Casamitjana
M. Mancini
Juan Eugenio Iglesias
MedIm
231
18
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30 Jul 2021
Exploring Deep Registration Latent Spaces
Théo Estienne
Maria Vakalopoulou
Stergios Christodoulidis
Enzo Battistella
T. Henry
...
A. Leroy
G. Chassagnon
M. Revel
Nikos Paragios
Eric Deutsch
224
1
0
23 Jul 2021
Multi-scale Neural ODEs for 3D Medical Image Registration
Junshen Xu
Eric Z. Chen
Xiao Chen
Terrence Chen
Shanhui Sun
MedIm
224
31
0
16 Jun 2021
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information
Wangbin Ding
Lei Li
Liqin Huang
Xiahai Zhuang
MedIm
218
6
0
16 May 2021
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas
Adria Casamitjanaa
Marco Lorenzi
Sebastiano Ferraris
Locht Peter
Marc Modat
A. Stevens
Bruce Fischld
Tom Vercauterenc
Juan Eugenio Iglesias
247
22
0
30 Apr 2021
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration
Bo Zhou
Z. Augenfeld
Julius Chapiro
S. Kevin Zhou
Chi Liu
James S. Duncan
281
55
0
14 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
280
25
0
30 Mar 2021
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images
Aadhithya Sankar
Matthias Keicher
R. Eisawy
Abhijeet Parida
Franz MJ Pfister
Seong Tae Kim
Nassir Navab
OOD
DRL
MedIm
195
9
0
19 Mar 2021
FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation
Cosmin I. Bercea
Benedikt Wiestler
Daniel Rueckert
Shadi Albarqouni
FedML
OOD
159
41
0
05 Mar 2021
Representation Disentanglement for Multi-modal brain MR Analysis
Information Processing in Medical Imaging (IPMI), 2021
J. Ouyang
Ehsan Adeli
K. Pohl
Qingyu Zhao
Greg Zaharchuk
172
48
0
23 Feb 2021
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Zhe Xu
Jiangpeng Yan
Jie Luo
Xiu Li
J. Jagadeesan
MedIm
207
11
0
12 Nov 2020
Semi-supervised Pathology Segmentation with Disentangled Representations
Haochuan Jiang
A. Chartsias
Xinheng Zhang
G. Papanastasiou
S. Semple
M. Dweck
David Semple
R. Dharmakumar
Sotirios A. Tsaftaris
248
6
0
05 Sep 2020
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