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CNN-based Lung CT Registration with Multiple Anatomical Constraints
v1v2 (latest)

CNN-based Lung CT Registration with Multiple Anatomical Constraints

29 November 2020
Alessa Hering
Stephanie Häger
J. Moltz
Nikolas Lessmann
Stefan Heldmann
Bram van Ginneken
ArXiv (abs)PDFHTML

Papers citing "CNN-based Lung CT Registration with Multiple Anatomical Constraints"

23 / 23 papers shown
Ideal Registration? Segmentation is All You Need
Ideal Registration? Segmentation is All You Need
Xiang Chen
Fengting Zhang
Qinghao Liu
Min Liu
K. Wu
Yaonan Wang
Hang Zhang
160
1
0
19 Sep 2025
TotalRegistrator: Towards a Lightweight Foundation Model for CT Image Registration
TotalRegistrator: Towards a Lightweight Foundation Model for CT Image Registration
Xuan Loc Pham
Gwendolyn Vuurberg
Marjan Doppen
Joey Roosen
Tip Stille
...
Hong Son Mai
M. Heinrich
Bram van Ginneken
Mathias Prokop
Alessa Hering
130
2
0
06 Aug 2025
GuidedMorph: Two-Stage Deformable Registration for Breast MRI
GuidedMorph: Two-Stage Deformable Registration for Breast MRI
Yaqian Chen
Hanxue Gu
Haoyu Dong
Qihang Li
Yuwen Chen
Nicholas Konz
Lin Li
Maciej A. Mazurowski
250
2
0
19 May 2025
Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration
Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration
Xuan Loc Pham
Mathias Prokop
Bram van Ginneken
Alessa Hering
245
1
0
28 Mar 2025
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior
  Embedding for Patient-specific Imaging Study
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
252
4
0
25 Oct 2024
Toward Universal Medical Image Registration via Sharpness-Aware
  Meta-Continual Learning
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
Bomin Wang
Xinzhe Luo
Xiahai Zhuang
CLLFedML
223
2
0
25 Jun 2024
Gaussian Representation for Deformable Image Registration
Gaussian Representation for Deformable Image Registration
Jihe Li
Fabian Zhang
Xia Li
Tianhao Zhang
Ye Zhang
Joachim Buhmann
MedIm3DGS
128
0
0
05 Jun 2024
CARL: A Framework for Equivariant Image Registration
CARL: A Framework for Equivariant Image Registration
Hastings Greer
Lin Tian
François-Xavier Vialard
Roland Kwitt
R. Estépar
Marc Niethammer
3DPCMedIm
570
1
0
27 May 2024
Multi-Objective Learning for Deformable Image Registration
Multi-Objective Learning for Deformable Image Registration
Monika Grewal
H. Westerveld
Peter A. N. Bosman
Tanja Alderliesten
MedIm
193
3
0
23 Feb 2024
Spatially Covariant Image Registration with Text Prompts
Spatially Covariant Image Registration with Text PromptsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xiang Chen
Min Liu
Rongguang Wang
Renjiu Hu
Dongdong Liu
Gaolei Li
Hang Zhang
MedIm
377
24
0
27 Nov 2023
Robust deformable image registration using cycle-consistent implicit
  representations
Robust deformable image registration using cycle-consistent implicit representationsIEEE Transactions on Medical Imaging (TMI), 2023
Louis D. van Harten
Jaap Stoker
Ivana Išgum
266
30
0
03 Oct 2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta,
  Shooting, and Correction
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction
Zhangxing Bian
Shuwen Wei
Yihao Liu
Junyu Chen
J. Zhuo
Fangxu Xing
Jonghye Woo
A. Carass
Jerry L. Prince
MedIm
243
3
0
05 Aug 2023
A Bi-variant Variational Model for Diffeomorphic Image Registration with
  Relaxed Jacobian Determinant Constraints
A Bi-variant Variational Model for Diffeomorphic Image Registration with Relaxed Jacobian Determinant ConstraintsApplied Mathematical Modelling (Appl. Math. Model.), 2023
Yanyan Li
Kequiang Chen
C. L. Philip Chen
Jianping Zhang
362
5
0
04 Aug 2023
A survey on deep learning in medical image registration: new
  technologies, uncertainty, evaluation metrics, and beyond
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
593
139
0
28 Jul 2023
ORRN: An ODE-based Recursive Registration Network for Deformable
  Respiratory Motion Estimation with Lung 4DCT Images
ORRN: An ODE-based Recursive Registration Network for Deformable Respiratory Motion Estimation with Lung 4DCT ImagesIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023
Xiao Liang
Shan Lin
Fei Liu
Dimitri A. Schreiber
Michael C. Yip
284
16
0
24 May 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
347
2
0
14 Mar 2023
Unsupervised Echocardiography Registration through Patch-based MLPs and
  Transformers
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
Zihao Wang
Yingyu Yang
Maxime Sermesant
H. Delingette
ViTMedIm
376
8
0
21 Nov 2022
$\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse
  Consistency
GradICON\texttt{GradICON}GradICON: Approximate Diffeomorphisms via Gradient Inverse ConsistencyComputer Vision and Pattern Recognition (CVPR), 2022
Lin Tian
Hastings Greer
Franccois-Xavier Vialard
Roland Kwitt
Raúl San José Estépar
Richard Jarrett Rushmore
Nikolaos Makris
Sylvain Bouix
Marc Niethammer
MedIm
426
45
0
13 Jun 2022
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer
Affine Medical Image Registration with Coarse-to-Fine Vision TransformerComputer Vision and Pattern Recognition (CVPR), 2022
Tony C. W. Mok
Albert C. S. Chung
ViTMedIm
249
82
0
29 Mar 2022
Voxelmorph++ Going beyond the cranial vault with keypoint supervision
  and multi-channel instance optimisation
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisationWorkshop on Biomedical Image Registration (WBIR), 2022
M. Heinrich
Christoph Großbröhmer
3DPC
332
33
0
28 Feb 2022
Multimodal registration of FISH and nanoSIMS images using convolutional
  neural network models
Multimodal registration of FISH and nanoSIMS images using convolutional neural network modelsSocial Science Research Network (SSRN), 2022
Xiaojia He
C. Meile
S. Bhandarkar
371
1
0
14 Jan 2022
Learn2Reg: comprehensive multi-task medical image registration
  challenge, dataset and evaluation in the era of deep learning
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
Alessa Hering
Christoph Großbröhmer
Tony C. W. Mok
Albert C. S. Chung
H. Siebert
...
K. Murphy
Nikolas Lessmann
Bram van Ginneken
Adrian Dalca
M. Heinrich
441
269
0
08 Dec 2021
Comparison of Consecutive and Re-stained Sections for Image Registration
  in Histopathology
Comparison of Consecutive and Re-stained Sections for Image Registration in Histopathology
J. Lotz
Nick Weiss
Jeroen van der Laak
Stefan Heldmann
266
14
0
24 Jun 2021
1
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