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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"
50 / 120 papers shown
Title
Region Specific Optimization (RSO)-based Deep Interactive Registration
T. Bai
Muhan Lin
Xiao Liang
Biling Wang
M. Dohopolski
B. Cai
D. Nguyen
Steve B. Jiang
11
0
0
08 Mar 2022
Residual Aligner Network
Jian-Qing Zheng
Ziyang Wang
Baoru Huang
Ngee Han Lim
Bartłomiej W. Papież
MedIm
30
11
0
07 Mar 2022
WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network
Sahar Almahfouz Nasser
Nikhil Cherian Kurian
Saqib Nizam Shamsi
Mohit Meena
A. Sethi
23
2
0
05 Mar 2022
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems
Shuang Ma
Sai H. Vemprala
Wenshan Wang
Jayesh K. Gupta
Yale Song
Daniel J. McDuff
Ashish Kapoor
SSL
37
9
0
20 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training
Zihang Liu
Chunhui Zhao
11
4
0
12 Feb 2022
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion
Wangbin Ding
Lei Li
Xiahai Zhuang
Liqin Huang
22
20
0
04 Feb 2022
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model
Boah Kim
Inhwa Han
Jong Chul Ye
MedIm
DiffM
21
63
0
09 Dec 2021
Embedding Gradient-based Optimization in Image Registration Networks
Huaqi Qiu
Kerstin Hammernik
C. Qin
Cheng Chen
Daniel Rueckert
32
10
0
07 Dec 2021
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
14
5
0
23 Nov 2021
One-shot Weakly-Supervised Segmentation in Medical Images
Wenhui Lei
Q. Su
Ran Gu
Na Wang
Xinglong Liu
Guotai Wang
Xiaofan Zhang
Shaoting Zhang
12
2
0
21 Nov 2021
Deformable Registration of Brain MR Images via a Hybrid Loss
Luyi Han
Haoran Dou
Yunzhi Huang
P. Yap
MedIm
20
6
0
28 Oct 2021
Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge
M. Tran
Tuong Khanh Long Do
Huy Tran
Erman Tjiputra
Quang-Dieu Tran
Anh Nguyen
MedIm
32
25
0
04 Oct 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion
Jinxin Lv
Zhiwei Wang
Hongkuan Shi
Haobo Zhang
Sheng Wang
Yilang Wang
Qiang Li
34
39
0
25 Sep 2021
Real-time multimodal image registration with partial intraoperative point-set data
Zachary Michael Cieman Baum
Yipeng Hu
D. Barratt
3DPC
MedIm
12
25
0
10 Sep 2021
End-to-end Ultrasound Frame to Volume Registration
Hengtao Guo
Xuanang Xu
Sheng Xu
B. Wood
Pingkun Yan
MedIm
61
18
0
14 Jul 2021
Cross-modal Attention for MRI and Ultrasound Volume Registration
Xin Song
Hengtao Guo
Xuanang Xu
Hanqing Chao
Sheng Xu
B. Turkbey
B. Wood
Ge Wang
Pingkun Yan
ViT
19
59
0
09 Jul 2021
Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks
Jianing Wang
D. Su
Yubo Fan
Srijata Chakravorti
J. Noble
Benoit M. Dawant
MedIm
16
1
0
08 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis
Xuxin Chen
Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
18
570
0
27 May 2021
A low-rank representation for unsupervised registration of medical images
Dengqiang Jia
Shangqi Gao
Qunlong Chen
Xinzhe Luo
Xiahai Zhuang
16
1
0
20 May 2021
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information
Wangbin Ding
Lei Li
Liqin Huang
Xiahai Zhuang
MedIm
28
5
0
16 May 2021
LasHeR: A Large-scale High-diversity Benchmark for RGBT Tracking
Chenglong Li
Wanli Xue
Yaqing Jia
Zhichen Qu
B. Luo
Jin Tang
Dengdi Sun
3DV
159
161
0
27 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
28
48
0
14 Apr 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks
Mingyuan Meng
Lei Bi
M. Fulham
D. Feng
Jinman Kim
MedIm
23
18
0
09 Mar 2021
Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence
Oleksii Bashkanov
Anneke Meyer
D. Schindele
M. Schostak
Klaus D. Tönnies
C. Hansen
Marko Rak
6
7
0
09 Feb 2021
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation
Qianye Yang
Tom Kamiel Magda Vercauteren
Yunguan Fu
F. Giganti
N. Ghavami
V. Stavrinides
C. Moore
Matt Clarkson
D. Barratt
Yipeng Hu
MedIm
26
4
0
16 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration
Andrew Hoopes
Malte Hoffmann
Bruce Fischl
John Guttag
Adrian V. Dalca
34
128
0
04 Jan 2021
CNN-based Lung CT Registration with Multiple Anatomical Constraints
Alessa Hering
Stephanie Häger
J. Moltz
Nikolas Lessmann
Stefan Heldmann
Bram van Ginneken
16
62
0
29 Nov 2020
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance
Zhe Xu
Jiangpeng Yan
Jie Luo
Xiu Li
J. Jagadeesan
MedIm
8
6
0
12 Nov 2020
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks
Zhe Xu
Jiangpeng Yan
Jie Luo
W. Wells
Xiu Li
J. Jagadeesan
OffRL
MedIm
14
5
0
12 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 Kamiel Magda Vercauteren
Yipeng Hu
VLM
MedIm
14
32
0
04 Nov 2020
FDRN: A Fast Deformable Registration Network for Medical Images
Kaicong Sun
S. Simon
MedIm
24
13
0
04 Nov 2020
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration
Zhe Xu
Jie Luo
Jiangpeng Yan
Xiu Li
J. Jayender
MedIm
16
3
0
15 Sep 2020
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination
Qianye Yang
Yunguan Fu
F. Giganti
N. Ghavami
Qingchao Chen
J. A. Noble
Tom Kamiel Magda Vercauteren
D. Barratt
Yipeng Hu
25
8
0
29 Aug 2020
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks
Wangbin Ding
Lei Li
Xiahai Zhuang
Liqin Huang
22
16
0
15 Aug 2020
Multimodality Biomedical Image Registration using Free Point Transformer Networks
Zachary Michael Cieman Baum
Yipeng Hu
D. Barratt
MedIm
6
13
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
12
24
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
20
60
0
06 Jul 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation
Xinzhe Luo
Xiahai Zhuang
16
17
0
28 Jun 2020
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies
M. Heinrich
Lasse Hansen
6
0
0
28 May 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
Lasse Hansen
M. Heinrich
MedIm
25
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
Fengze Liu
Jinzheng Cai
Yuankai Huo
Chi-Tung Cheng
Ashwin Raju
...
Jing Xiao
Alan Yuille
Le Lu
Chien-Hung Liao
Adam P. Harrison
3DV
29
21
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
37
14
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
22
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 V. Dalca
MedIm
13
147
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
18
2
0
16 Apr 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review
H. R. Boveiri
R. Khayami
R. Javidan
A. MehdiZadeh
117
134
0
09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints
Lucas Mansilla
Diego H. Milone
Enzo Ferrante
MedIm
27
80
0
20 Jan 2020
A Comparative Study for Non-rigid Image Registration and Rigid Image Registration
Xiaoran Zhang
Hexiang Dong
Di Gao
Xiao Zhao
17
7
0
12 Jan 2020
Deep Learning in Medical Image Registration: A Review
Yabo Fu
Y. Lei
Tonghe Wang
W. Curran
Tian Liu
Xiaofeng Yang
37
508
0
27 Dec 2019
Artificial Intelligence in Surgery
Xiao-Yun Zhou
Yao Guo
Mali Shen
Guang-Zhong Yang
AI4CE
30
5
0
23 Dec 2019
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