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1807.03361
Cited By
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration
9 July 2018
Yipeng Hu
Marc Modat
Eli Gibson
Wenqi Li
N. Ghavami
E. Bonmati
Guotai Wang
S. Bandula
C. Moore
M. Emberton
Sébastien Ourselin
J. A. Noble
D. Barratt
Tom Kamiel Magda Vercauteren
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Papers citing
"Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration"
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Title
Auto-regressive transformation for image alignment
Kyoung Mu Lee
Soochahn Lee
Kyoung Mu Lee
45
0
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08 May 2025
NimbleReg: A light-weight deep-learning framework for diffeomorphic image registration
Antoine Legouhy
Ross Callaghan
Nolah Mazet
Vivien Julienne
H. Azadbakht
Hui Zhang
MedIm
3DH
62
0
0
10 Mar 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration
Benjamin Billot
Ramya Muthukrishnan
Esra Abaci Turk
Ellen Grant
N. Ayache
H. Delingette
Polina Golland
3DPC
67
1
0
06 Mar 2025
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study
Liang Qiu
Liyue Shen
Lianli Liu
Junyan Liu
Yizheng Chen
Lei Xing
33
1
0
25 Oct 2024
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence
Shiqi Huang
Tingfa Xu
Z. Shen
Shaheer U. Saeed
Wen Yan
D. Barratt
Yipeng Hu
31
1
0
17 Oct 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
Qianying Liu
Paul Henderson
Xiao Gu
Hang Dai
F. Deligianni
44
0
0
16 Sep 2024
multiGradICON: A Foundation Model for Multimodal Medical Image Registration
Basar Demir
Lin Tian
Hastings Greer
Roland Kwitt
François-Xavier Vialard
R. Estépar
Sylvain Bouix
Richard Jarrett Rushmore
Ebrahim Ebrahim
Marc Niethammer
OOD
MedIm
43
8
0
01 Aug 2024
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker
Qi Li
Ziyi Shen
Qianye Yang
D. Barratt
Matthew J. Clarkson
Tom Vercauteren
Yipeng Hu
3DH
27
0
0
08 Jul 2024
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
Zhe Min
Zachary Michael Cieman Baum
Shaheer U. Saeed
M. Emberton
D. Barratt
Zeike A. Taylor
Yipeng Hu
16
2
0
03 Jul 2024
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
Bomin Wang
Xinzhe Luo
Xiahai Zhuang
CLL
FedML
31
0
0
25 Jun 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
34
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
37
3
0
22 May 2024
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy
Jjahao Zhang
Yin Gu
Deyu Sun
Yuhua Gao
Ming Gao
Ming Cui
Teng Zhang
He Ma
37
0
0
21 May 2024
One registration is worth two segmentations
Shiqi Huang
Tingfa Xu
Ziyi Shen
Shaheer U. Saeed
Wen Yan
D. Barratt
Yipeng Hu
33
2
0
17 May 2024
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration
Y. Lei
L. Matkovic
J. Roper
Tonghe Wang
Jun Zhou
B. Ghavidel
Mark McDonald
Pretesh Patel
Xiaofeng Yang
MedIm
37
0
0
04 May 2024
Medical Image Registration and Its Application in Retinal Images: A Review
Qiushi Nie
Xiaoqing Zhang
Yan Hu
Mingdao Gong
Jiang-Dong Liu
48
3
0
25 Mar 2024
Semi-weakly-supervised neural network training for medical image registration
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
...
M. Emberton
Matthew J. Clarkson
D. Barratt
V. Prisacariu
Yipeng Hu
14
0
0
16 Feb 2024
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
16
1
0
14 Feb 2024
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 Wang
Valentina Longo
Sofía Ventura-Díaz
Anna D’Angelo
Jonas Teuwen
Ritse Mann
15
1
0
17 Jan 2024
Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry
Xinzhe Luo
Xin Wang
Linda Shapiro
Chun Yuan
Jianfeng Feng
Xiahai Zhuang
31
0
0
04 Jan 2024
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
MedIm
3DV
3DPC
22
0
0
12 Dec 2023
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research
William Ndzimbong
Cyril Fourniol
Loic Themyr
Nicolas Thome
Yvonne Keeza
...
J. Marescaux
Daniel George
Didier Mutter
Alexandre Hostettler
Toby Collins
23
0
0
19 Oct 2023
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
26
0
0
13 Oct 2023
GRID: A Platform for General Robot Intelligence Development
Sai H. Vemprala
Shuhang Chen
Abhinav Shukla
Dinesh Narayanan
Ashish Kapoor
25
10
0
02 Oct 2023
AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration
Mingyuan Meng
M. Fulham
Da-wei Feng
Lei Bi
Jinman Kim
MedIm
21
4
0
11 Sep 2023
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
42
36
0
28 Jul 2023
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data
Yao Su
Zhentian Qian
Lei Ma
Lifang He
Xiangnan Kong
21
2
0
27 Jul 2023
Unsupervised 3D registration through optimization-guided cyclical self-training
Alexander Bigalke
Lasse Hansen
Tony C. W. Mok
M. Heinrich
3DPC
SSL
22
8
0
29 Jun 2023
A Two-Step Deep Learning Method for 3DCT-2DUS Kidney Registration During Breathing
Y. Chi
Yuyu Xu
Huiying Liu
Xiaoxiang Wu
Zhiqiang Liu
Jiawei Mao
Guibin Xu
Weimin Huang
3DPC
27
2
0
23 May 2023
CDIDN: A Registration Model with High Deformation Impedance Capability for Long-Term Tracking of Pulmonary Lesion Dynamics
Xinyu Zhao
Sarayu Huang
Wei Pang
You Zhou
OOD
19
0
0
18 May 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints
Alan Q. Wang
Evan M. Yu
Adrian V. Dalca
M. Sabuncu
28
21
0
19 Apr 2023
Spatial Correspondence between Graph Neural Network-Segmented Images
Qian Li
Yunguan Fu
Qianye Yang
Z. Du
Hongjian Yu
Yipeng Hu
23
1
0
12 Mar 2023
Structure-aware registration network for liver DCE-CT images
Peng Xue
Jingyang Zhang
Lei Ma
Mianxin Liu
Yuning Gu
Jia-Bin Huang
Feihong Liua
Yongsheng Pan
Xiaohuan Cao
Dinggang Shen
MedIm
23
4
0
08 Mar 2023
Non-rigid Medical Image Registration using Physics-informed Neural Networks
Z. Min
Zachary Michael Cieman Baum
Shaheer U. Saeed
M. Emberton
D. Barratt
Zeike A. Taylor
Yipeng Hu
MedIm
19
7
0
20 Feb 2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation
Wangbin Ding
Lei Li
Junyi Qiu
Sihan Wang
Liqin Huang
Yinyin Chen
Shan Yang
Xiahai Zhuang
40
7
0
07 Feb 2023
Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms
Christian Schmidt
H. M. Overhoff
22
1
0
20 Jan 2023
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
Zihao Wang
Yingyu Yang
Maxime Sermesant
H. Delingette
ViT
MedIm
15
5
0
21 Nov 2022
X
\mathcal{X}
X
-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing
Xinzhe Luo
Xiahai Zhuang
22
23
0
03 Nov 2022
Meta-Learning Initializations for Interactive Medical Image Registration
Zachary Michael Cieman Baum
Yipeng Hu
D. Barratt
18
13
0
27 Oct 2022
Distance Map Supervised Landmark Localization for MR-TRUS Registration
Xin Song
Xuanang Xu
Sheng Xu
B. Turkbey
B. Wood
Thomas Sanford
Pingkun Yan
MedIm
14
1
0
11 Oct 2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
...
Matthew J. Clarkson
Henkjan J. Huisman
D. Barratt
V. Prisacariu
Yipeng Hu
11
19
0
12 Sep 2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality
Qianye Yang
David Atkinson
Yunguan Fu
Tom Syer
Wen Yan
S. Punwani
Matthew J. Clarkson
D. Barratt
Tom Kamiel Magda Vercauteren
Yipeng Hu
25
5
0
26 Jul 2022
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration
Zachary Michael Cieman Baum
Yipeng Hu
D. Barratt
16
2
0
22 Jul 2022
Strategising template-guided needle placement for MR-targeted prostate biopsy
Iani J. M. B. Gayo
Shaheer U. Saeed
D. Barratt
Matthew J. Clarkson
Yipeng Hu
12
2
0
21 Jul 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement
Xin Wang
Xinzhe Luo
Xiahai Zhuang
FedML
22
4
0
06 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention
Jian-Qing Zheng
Ziyang Wang
Baoru Huang
N. Lim
T. Vincent
B. Papież
MedIm
45
9
0
04 Jun 2022
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine
Bailiang Jian
Mohammad Farid Azampour
F. Benetti
Johannes Oberreuter
Christina Bukas
...
Anna-Sophia Dietrich
Jon F Rischewski
Jan S. Kirschke
Nassir Navab
T. Wendler
26
7
0
16 May 2022
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati
M. Rubaiyat Hossain Mondal
Prajoy Podder
V. B. Surya Prasath
MedIm
13
27
0
24 Apr 2022
Learning the Effect of Registration Hyperparameters with HyperMorph
Andrew Hoopes
Malte Hoffmann
Douglas N. Greve
Bruce Fischl
John Guttag
Adrian V. Dalca
28
38
0
30 Mar 2022
Multi-Modal Learning for AU Detection Based on Multi-Head Fused Transformers
Xiang Zhang
L. Yin
ViT
14
12
0
22 Mar 2022
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