TransMorph: Transformer for unsupervised medical image registration

19 November 2021

Papers citing "TransMorph: Transformer for unsupervised medical image registration"

26 / 26 papers shown

Title
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 28 0 0 28 Mar 2025
NCF: Neural Correspondence Field for Medical Image Registration Lei Zhou Nimu Yuan Katjana Ehrlich Jinyi Qi 39 0 0 02 Mar 2025
UniMo: Universal Motion Correction For Medical Images without Network Retraining Jian Wang Razieh Faghihpirayesh Danny Joca Polina Golland Ali Gholipour 35 0 0 03 Jan 2025
Deep End-to-end Adaptive k-Space Sampling, Reconstruction, and Registration for Dynamic MRI George Yiasemis J. Sonke Jonas Teuwen 65 0 0 27 Nov 2024
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer Jue Jiang Chloe Min Seo Choi M. Thor Joseph O. Deasy H. Veeraraghavan 13 1 0 18 Sep 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 35 1 0 07 Aug 2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration Leonard Siegert Paul Fischer Mattias P. Heinrich Christian F. Baumgartner 48 1 0 15 Jul 2024
Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation M. Tschuchnig Philipp Steininger M. Gadermayr 16 0 0 17 Jun 2024
CPT-Interp: Continuous sPatial and Temporal Motion Modeling for 4D Medical Image Interpolation Xia Li Runzhao Yang Xiangtai Li A. Lomax Ye Zhang Joachim Buhmann MedIm 32 0 0 24 May 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 62 1 0 08 Apr 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration Hai-qun Wang Zhuoyuan Wang Dong Ni Yi Wang ViT MedIm 27 5 0 25 Mar 2024
On-the-Fly Guidance Training for Medical Image Registration Yuelin Xin Yicheng Chen Shengxiang Ji Kun Han Xiaohui Xie OOD 27 1 0 29 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 30 36 0 28 Jul 2023
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration Valentin Comte Mireia Alenyá A. Urru Judith Recober A. Nakaki ... E. Eixarch F. Crispi Gemma Piella M. Ceresa M. A. G. Ballester 16 0 0 07 Jul 2023
Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim ViT MedIm 13 23 0 07 Jul 2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 23 5 0 06 Jul 2023
Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and Reconstruction Framework for Accelerated PET Bo Zhou Yu-Jung Tsai Jiazhen Zhang Xueqi Guo Huidong Xie Xiongchao Chen T. Miao Yihuan Lu James S. Duncan Chi Liu 17 9 0 14 Feb 2023
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 14 80 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 37 9 0 04 Jun 2022
Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021 H. Siebert Lasse Hansen M. Heinrich 3DPC 3DH 29 51 0 06 Dec 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 32 39 0 25 Sep 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,604 0 24 Feb 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 32 128 0 04 Jan 2021
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 203 0 20 Mar 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,878 0 15 Sep 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015