ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration

25 March 2024

Yi Wang

Papers citing "ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration"

33 / 33 papers shown

Title
FiRework: Field Refinement Framework for Efficient Enhancement of Deformable Registration Haiqiao Wang Dong Ni Yi Wang 37 0 0 12 Oct 2024
Encoding Matching Criteria for Cross-domain Deformable Image Registration Zhuoyuan Wang Haiqiao Wang Yi Wang MedIm 62 1 0 18 Jun 2024
ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer Hai-Qing Wang Dong Ni Yi Wang ViT MedIm 40 31 0 09 Jun 2023
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning Mingyuan Meng Lei Bi Dagan Feng Jinman Kim 17 34 0 25 Jun 2022
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention Jiacheng Shi Yuting He Youyong Kong J. Coatrieux H. Shu Guanyu Yang Shuo Li MedIm 53 86 0 15 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention Jian-Qing Zheng Ziyang Wang Baoru Huang N. Lim T. Vincent B. Papież MedIm 78 9 0 04 Jun 2022
Residual Aligner Network Jian-Qing Zheng Ziyang Wang Baoru Huang Ngee Han Lim Bartłomiej W. Papież MedIm 56 11 0 07 Mar 2022
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs Jue Jiang Harini Veeraraghavan 42 20 0 26 Jan 2022
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 92 317 0 19 Nov 2021
Cross-modal Attention for MRI and Ultrasound Volume Registration Xin Song Hengtao Guo Xuanang Xu Hanqing Chao Sheng Xu Baris Turkbey Bradford J. Wood Ge Wang Pingkun Yan ViT 49 60 0 09 Jul 2021
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration Junyu Chen Yufan He Eric C. Frey Ye Li Yong Du ViT MedIm 61 184 0 13 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 423 21,347 0 25 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 557 40,961 0 22 Oct 2020
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks Tony C. W. Mok Albert C. S. Chung MedIm 47 262 0 29 Jun 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 66 523 0 27 Dec 2019
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 63 66 0 22 Sep 2019
Recursive Cascaded Networks for Unsupervised Medical Image Registration Shengyu Zhao Yue Dong E. Chang Yan Xu 54 231 0 29 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 42 79 0 10 Jul 2019
Recurrent Registration Neural Networks for Deformable Image Registration Robin Sandkühler Simon Andermatt G. Bauman Sylvia Nyilas C. Jud Philippe C. Cattin MedIm 32 18 0 07 Jun 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 71 371 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 72 594 0 05 Mar 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 72 230 0 13 Feb 2019
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 103 1,573 0 14 Sep 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 208 16,528 0 17 Jul 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 403 26,465 0 05 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 658 131,414 0 12 Jun 2017
Slice-to-volume medical image registration: a survey Enzo Ferrante Nikos Paragios 51 156 0 06 Feb 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 369 10,481 0 21 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 235 18,224 0 02 Jun 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 544 7,985 0 13 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 567 12,692 0 11 Dec 2014