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Generative Adversarial Registration for Improved Conditional Deformable Templates
IEEE International Conference on Computer Vision (ICCV), 2021
7 May 2021
Neel Dey
Mengwei Ren
Adrian Dalca
Guido Gerig
GAN
MedIm
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Papers citing
"Generative Adversarial Registration for Improved Conditional Deformable Templates"
27 / 27 papers shown
AtlasMorph: Learning conditional deformable templates for brain MRI
Marianne Rakic
Andrew Hoopes
S. M. Abulnaga
M. Sabuncu
John Guttag
Adrian Dalca
MedIm
191
0
0
17 Nov 2025
An Efficient Model-Driven Groupwise Approach for Atlas Construction
Ziwei Zou
Bei Zou
Xiaoyan Kui
Wenqi Lu
Haoran Dou
Arezoo Zakeri
Timothy Cootes
Alejandro F Frangi
Yanfu Zhang
MedIm
117
0
0
14 Aug 2025
Conditional Fetal Brain Atlas Learning for Automatic Tissue Segmentation
Johannes Tischer
P. Kienast
Marlene Stümpflen
Gregor Kasprian
Georg Langs
Roxane Licandro
82
0
0
06 Aug 2025
MultiMorph: On-demand Atlas Construction
Computer Vision and Pattern Recognition (CVPR), 2025
S. M. Abulnaga
Andrew Hoopes
Neel Dey
Malte Hoffmann
Marianne Rakic
B. Fischl
John Guttag
Adrian V. Dalca
229
4
0
31 Mar 2025
UniReg: Foundation Model for Controllable Medical Image Registration
Zi Li
Jianpeng Zhang
Tai Ma
Tony C. W. Mok
Yan-Jie Zhou
Z. Chen
X. Ye
Le Lu
Dakai Jin
MedIm
435
4
0
17 Mar 2025
Identity Preserving Latent Diffusion for Brain Aging Modeling
Gexin Huang
Zhangsihao Yang
Yalin Wang
Guido Gerig
Mengwei Ren
Xiaoxiao Li
MedIm
DiffM
296
0
0
11 Mar 2025
Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport
Jingru Fu
Yuqi Zheng
Neel Dey
D. Ferreira
R. Moreno
MedIm
275
2
0
28 Feb 2025
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases
Sophie Starck
Vasiliki Sideri-Lampretsa
Bernhard Kainz
Fernando Navarro
Tamara T. Mueller
Daniel Rueckert
MedIm
376
6
0
25 Mar 2024
CINA: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Maik Dannecker
V. Kyriakopoulou
Lucilio Cordero-Grande
Anthony N. Price
Joseph V. Hajnal
Daniel Rueckert
203
7
0
13 Mar 2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction
Xueqi Guo
Luyao Shi
Xiongchao Chen
Qiong Liu
Bo Zhou
...
Albert J Sinusas
Lawrence H. Staib
Bruce Spottiswoode
Chi Liu
Nicha Dvornek
MedIm
136
4
0
14 Feb 2024
A deformation-based morphometry framework for disentangling Alzheimer's disease from normal aging using learned normal aging templates
Scientific Reports (Sci Rep), 2023
Jingru Fu
Daniel Ferreira
Orjan Smedby
R. Moreno
MedIm
241
2
0
14 Nov 2023
Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series
Zeen Chi
Zhongxiao Cong
Clinton Jia Wang
Yingcheng Liu
Esra Abaci Turk
P. E. Grant
S. M. Abulnaga
Polina Golland
Neel Dey
169
4
0
06 Nov 2023
JOSA: Joint surface-based registration and atlas construction of brain geometry and function
Jian Li
Greta Tuckute
Evelina Fedorenko
B. Edlow
Adrian V. Dalca
B. Fischl
150
4
0
22 Oct 2023
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography
M. Hasan
Haobo Zhu
Guang Yang
Choon Hwai Yap
202
1
0
02 Sep 2023
Deep learning in medical image registration: introduction and survey
Ahmad Hammoudeh
Stéphane Dupont
MedIm
405
5
0
01 Sep 2023
TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correction
Xueqi Guo
Luyao Shi
Xiongchao Chen
Bo Zhou
Qiong Liu
...
Edward J. Miller
Albert J Sinusas
Bruce Spottiswoode
Chi Liu
Nicha Dvornek
MedIm
152
4
0
23 Aug 2023
CartiMorph: a framework for automated knee articular cartilage morphometrics
Yongcheng Yao
Jun-Wu Zhong
Jun Liu
Sheheryar Khan
Weitian Chen
204
11
0
03 Aug 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
475
100
0
28 Jul 2023
Joint cortical registration of geometry and function using semi-supervised learning
International Conference on Medical Imaging with Deep Learning (MIDL), 2023
Jian Li
Greta Tuckute
Evelina Fedorenko
B. Edlow
B. Fischl
Adrian V. Dalca
231
4
0
02 Mar 2023
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration
IEEE Transactions on Image Processing (IEEE TIP), 2022
Ziyi He
Albert C. S. Chung
238
1
0
10 Nov 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
189
20
0
27 Jun 2022
Diffusion Deformable Model for 4D Temporal Medical Image Generation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Boah Kim
Jong Chul Ye
DiffM
MedIm
291
102
0
27 Jun 2022
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics
Computer Methods in Applied Mechanics and Engineering (CMAME), 2022
Alexander Henkes
Henning Wessels
3DV
MedIm
AI4CE
317
49
0
31 May 2022
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment
Computer Vision and Pattern Recognition (CVPR), 2022
Zhipeng Ding
Marc Niethammer
116
24
0
07 Feb 2022
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint
Xinke Ma
Jianlong Wu
Yong-quan Xia
Dacheng Tao
MedIm
216
0
0
04 Dec 2021
LDDMM meets GANs: Generative Adversarial Networks for diffeomorphic registration
Ubaldo Ramon
Monica Hernandez
Elvira Mayordomo
GAN
171
5
0
24 Nov 2021
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration
Computer Vision and Pattern Recognition (CVPR), 2021
Yifan Wu
Tom Z. Jiahao
Jiancong Wang
Paul Yushkevich
M. Hsieh
J. Gee
MedIm
617
40
0
07 Aug 2021
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