Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1809.06130
Cited By
v1
v2 (latest)
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
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration"
50 / 202 papers shown
DeepSim: Semantic similarity metrics for learned image registration
Steffen Czolbe
Oswin Krause
Aasa Feragen
162
9
0
11 Nov 2020
DeepReg: a deep learning toolkit for medical image registration
Yunguan Fu
N. M. Brown
Shaheer U. Saeed
Adrià Casamitjana
Zachary Michael Cieman Baum
...
E. Bonmati
Daniel C. Alexander
Matthew J. Clarkson
Tom Vercauteren
Yipeng Hu
VLM
MedIm
125
41
0
04 Nov 2020
Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix
Julian Krebs
H. Delingette
N. Ayache
Tommaso Mansi
MedIm
156
19
0
03 Nov 2020
Quasiconformal model with CNN features for large deformation image registration
AIMS Mathematics (AIMS Math), 2020
H. Law
G. Choi
K. Lam
L. Lui
MedIm
217
5
0
30 Oct 2020
Deep learning based registration using spatial gradients and noisy segmentation labels
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Théo Estienne
Maria Vakalopoulou
Enzo Battistella
Alexandre Carré
T. Henry
Marvin Lerousseau
C. Robert
Nikos Paragios
Therapanacea
153
16
0
21 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision
Human Brain Mapping (HBM), 2020
Hongming Li
Yong-Xian Fan
MedIm
135
21
0
04 Oct 2020
Deep Group-wise Variational Diffeomorphic Image Registration
Tycho F. A. van der Ouderaa
Ivana Išgum
W. Veldhuis
B. D. de Vos
76
9
0
01 Oct 2020
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration
Zhe Xu
Jie Luo
Jiangpeng Yan
Xiu Li
J. Jayender
MedIm
174
3
0
15 Sep 2020
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration
Boah Kim
Dong Hwan Kim
S. Park
Jieun Kim
June-Goo Lee
J. C. Ye
MedIm
149
260
0
13 Aug 2020
Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework
Samah Khawaled
Moti Freiman
BDL
67
6
0
10 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint
Weijian Huang
Hao Yang
Xinfeng Liu
Cheng Li
Ian Zhang
Rongpin Wang
Bingsheng Huang
Shanshan Wang
MedIm
178
1
0
05 Aug 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images
Yuting He
Tiantian Li
Guanyu Yang
Youyong Kong
Yang Chen
H. Shu
J. Coatrieux
J. Dillenseger
Shuo Li
MedIm
120
30
0
03 Aug 2020
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration
Zhe Xu
Jie Luo
Jiangpeng Yan
Ritvik Pulya
Xiu Li
W. Wells
J. Jagadeesan
MedIm
198
61
0
06 Jul 2020
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks
Tony C. W. Mok
Albert C. S. Chung
MedIm
259
332
0
29 Jun 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation
Xinzhe Luo
Xiahai Zhuang
150
17
0
28 Jun 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
Christoph Großbröhmer
M. Heinrich
MedIm
119
9
0
27 May 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans
European Conference on Computer Vision (ECCV), 2020
Fengze Liu
Jinzheng Cai
Yuankai Huo
Chi-Tung Cheng
Ashwin Raju
...
Jing Xiao
Alan Yuille
Le Lu
Chien-Hung Liao
Adam P. Harrison
3DV
231
25
0
25 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
Maureen van Eijnatten
L. Rundo
K. Batenburg
F. Lucka
E. Beddowes
C. Caldas
F. Gallagher
Evis Sala
Carola-Bibiane Schönlieb
Ramona Woitek
127
16
0
15 May 2020
Towards segmentation and spatial alignment of the human embryonic brain using deep learning for atlas-based registration
W. Bastiaansen
M. Rousian
R. Steegers-Theunissen
W. Niessen
A. Koning
S. Klein
91
7
0
13 May 2020
SynthMorph: learning contrast-invariant registration without acquired images
Malte Hoffmann
Benjamin Billot
Douglas N. Greve
Juan Eugenio Iglesias
Bruce Fischl
Adrian Dalca
MedIm
380
220
0
21 Apr 2020
Single Pair Cross-Modality Super Resolution
Guy Shacht
Sharon Fogel
Dov Danon
Daniel Cohen-Or
Ilya Leizerson
SupR
156
0
0
21 Apr 2020
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation
Yujia Zhou
Shumao Pang
Jun Cheng
Yuhang Sun
Yi Wu
Lei Zhao
Yaqin Liu
Zhentai Lu
Wei Yang
Qianjin Feng
OOD
MedIm
121
5
0
16 Apr 2020
Cortical surface registration using unsupervised learning
NeuroImage (NeuroImage), 2020
Jieyu Cheng
Adrian Dalca
Bruce Fischl
Lilla Zöllei
270
38
0
09 Apr 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Tony C. W. Mok
Albert C. S. Chung
MedIm
314
242
0
20 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review
Computers & electrical engineering (CEE), 2020
H. R. Boveiri
R. Khayami
R. Javidan
A. MehdiZadeh
315
160
0
09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints
Neural Networks (NN), 2020
Lucas Mansilla
Diego H. Milone
Enzo Ferrante
MedIm
189
91
0
20 Jan 2020
Deep Learning in Medical Image Registration: A Review
Physics in Medicine and Biology (PMB), 2019
Yabo Fu
Y. Lei
Tonghe Wang
W. Curran
Tian Liu
Xiaofeng Yang
206
578
0
27 Dec 2019
Artificial Intelligence in Surgery
Xiao-Yun Zhou
Yao Guo
Mali Shen
Guang-Zhong Yang
AI4CE
167
5
0
23 Dec 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions
Proceedings of the IEEE (Proc. IEEE), 2019
Tom Vercauteren
Mathias Unberath
N. Padoy
Nassir Navab
217
125
0
20 Oct 2019
Model-Based and Data-Driven Strategies in Medical Image Computing
Proceedings of the IEEE (Proc. IEEE), 2019
Daniel Rueckert
Julia A. Schnabel
OOD
MedIm
AI4CE
168
57
0
23 Sep 2019
mlVIRNET: Multilevel Variational Image Registration Network
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Alessa Hering
Bram van Ginneken
Stefan Heldmann
162
77
0
22 Sep 2019
Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor
H. Meine
Alessa Hering
86
2
0
19 Sep 2019
Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients
Christoph Großbröhmer
Doris Dittmer
M. Heinrich
3DPC
111
18
0
17 Sep 2019
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations
Hessam Sokooti
B. D. de Vos
F. Berendsen
Mohsen Ghafoorian
Sahar Yousefi
B. Lelieveldt
Ivana Isgum
Marius Staring
3DPC
MedIm
128
37
0
27 Aug 2019
Communal Domain Learning for Registration in Drifted Image Spaces
Awais Mansoor
M. Linguraru
OOD
138
2
0
20 Aug 2019
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping
Sharib Ali
J. Rittscher
MedIm
109
14
0
16 Aug 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation
H. Lee
M. Sabuncu
Adrian Dalca
320
9
0
13 Aug 2019
Recursive Cascaded Networks for Unsupervised Medical Image Registration
IEEE International Conference on Computer Vision (ICCV), 2019
Shengyu Zhao
Yue Dong
E. Chang
Yan Xu
175
275
0
29 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
M. Heinrich
MedIm
162
92
0
25 Jul 2019
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Matthew C. H. Lee
Ozan Oktay
A. Schuh
M. Schaap
Ben Glocker
MedIm
ViT
141
86
0
22 Jul 2019
FIRE: Unsupervised bi-directional inter-modality registration using deep networks
Chengjia Wang
G. Papanastasiou
A. Chartsias
Grzegorz Jacenków
Sotirios A. Tsaftaris
Heye Zhang
MedIm
143
17
0
11 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking
IEEE Transactions on Medical Imaging (TMI), 2019
T. Fechter
D. Baltas
153
101
0
10 Jul 2019
Conditional Segmentation in Lieu of Image Registration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Yipeng Hu
Eli Gibson
D. Barratt
M. Emberton
J. A. Noble
Tom Vercauteren
170
24
0
30 Jun 2019
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Mohamed S. Elmahdy
J. Wolterink
Hessam Sokooti
Ivana Išgum
Marius Staring
MedIm
119
29
0
28 Jun 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation
Adrian Dalca
Evan M. Yu
Polina Golland
Bruce Fischl
M. Sabuncu
Juan Eugenio Iglesias
OOD
145
72
0
25 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces
Adrian Dalca
Guha Balakrishnan
John Guttag
M. Sabuncu
MedIm
DiffM
241
437
0
08 Mar 2019
Deep Learning in Medical Image Registration: A Survey
Machine Vision and Applications (MVA), 2019
Grant Haskins
Uwe Krüger
Pingkun Yan
MedIm
399
648
0
05 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions
F. Altaf
Syed Mohammed Shamsul Islam
Naveed Akhtar
N. Janjua
OOD
182
228
0
15 Feb 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network
IEEE journal of biomedical and health informatics (IEEE JBHI), 2019
Shengyu Zhao
Ting Fung Lau
Ji Luo
E. Chang
Yan Xu
MedIm
295
264
0
13 Feb 2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
IEEE Transactions on Medical Imaging (TMI), 2019
B. D. de Vos
J. Wolterink
T. Leiner
P. D. de Jong
Nikolas Lessmann
Ivana Isgum
164
99
0
12 Feb 2019
Previous
1
2
3
4
5
Next
Page 4 of 5
