VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

Papers citing "VoxelMorph: A Learning Framework for Deformable Medical Image Registration"

50 / 538 papers shown

Title
Motion correction in MRI using deep learning and a novel hybrid loss function Lei Zhang Xiaoke Wang Michael Rawson R. Balan E. Herskovits E. Melhem Linda Chang Ze Wang T. Ernst MedIm 27 12 0 19 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 21 6 0 12 Oct 2022
Distance Map Supervised Landmark Localization for MR-TRUS Registration Xin Song Xuanang Xu Sheng Xu B. Turkbey B. Wood Thomas Sanford Pingkun Yan MedIm 14 1 0 11 Oct 2022
Scale-Invariant Fast Functional Registration Muchen Sun Allison Pinosky Ian Abraham Todd D. Murphey 19 1 0 26 Sep 2022
Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging Jiazhen Pan Daniel Rueckert Thomas Kustner Kerstin Hammernik 11 14 0 08 Sep 2022
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers Kevin Miao Akash Gokul Raghav Singh Suzanne Petryk Joseph E. Gonzalez Kurt Keutzer Trevor Darrell Colorado Reed ViT MedIm 33 6 0 07 Sep 2022
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning Qingjie Meng Wenjia Bai Tianrui Liu D. O’Regan Daniel Rueckert 33 7 0 05 Sep 2022
Learning correspondences of cardiac motion from images using biomechanics-informed modeling Xiaoran Zhang Chenyu You S. Ahn Juntang Zhuang Lawrence H. Staib James Duncan 34 12 0 01 Sep 2022
Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy Huiqiao Xie Y. Lei Yabo Fu Tonghe Wang J. Roper J. Bradley P. Patel Tian Liu Xiaofeng Yang MedIm 27 3 0 29 Aug 2022
A Two Step Approach for Whole Slide Image Registration Satoshi Kondo Satoshi Kasai Kousuke Hirasawa 13 0 0 25 Aug 2022
qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment Yael Zaffrani-Reznikov O. Afacan Sila Kurugol Simon Warfield Moti Freiman 15 2 0 21 Aug 2022
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition Cheng-Fang Peng Haofu Liao S. Kevin Zhou Ramalingam Chellappa 15 0 0 17 Aug 2022
Automatic Landmark Detection and Registration of Brain Cortical Surfaces via Quasi-Conformal Geometry and Convolutional Neural Networks Yuchen Guo Qiguang Chen G. Choi L. Lui MedIm 14 9 0 15 Aug 2022
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation Xiangyun Zhao Di Zang Sheng Wang Zhenrong Shen Kai Xuan ... Xuehai Wu Zheren Li Qian Wang Zengxin Qi Lichi Zhang MedIm 19 2 0 12 Aug 2022
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration? Xi Jia Joseph Bartlett Tianyang Zhang Wenqi Lu Zhaowen Qiu Jinming Duan ViT MedIm 25 61 0 07 Aug 2022
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion Xiaoru Gao GuoYan Zheng MedIm 19 4 0 04 Aug 2022
Medical image registration using unsupervised deep neural network: A scoping literature review S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 28 35 0 03 Aug 2022
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI Qingjie Meng C. Qin Wenjia Bai Tianrui Liu A. de Marvao D. O’Regan Daniel Rueckert 30 21 0 29 Jul 2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality Qianye Yang David Atkinson Yunguan Fu Tom Syer Wen Yan S. Punwani Matthew J. Clarkson D. Barratt Tom Kamiel Magda Vercauteren Yipeng Hu 25 5 0 26 Jul 2022
Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translation Kyungsu Kim S. Oh Chae Yeon Lim J. Lee Tae Uk Kim M. Chung MedIm 31 0 0 21 Jul 2022
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration Ziyi Shen Qianye Yang Yuming Shen F. Giganti V. Stavrinides ... M. Rusu G. Sonn Philip H. S. Torr D. Barratt Yipeng Hu 24 2 0 13 Jul 2022
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration Jiashun Chen Donghuan Lu Yu Zhang Dong Wei Munan Ning Xinyu Shi Zhe Xu Yefeng Zheng ViT MedIm 21 23 0 07 Jul 2022
Diffusion Deformable Model for 4D Temporal Medical Image Generation Boah Kim Jong Chul Ye DiffM MedIm 26 78 0 27 Jun 2022
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning Mingyuan Meng Lei Bi D. Feng Jinman Kim 17 33 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 22 82 0 15 Jun 2022
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network Xue-yuan Guo Bo Zhou D. Pigg Bruce Spottiswoode M. Casey Chi Liu Nicha Dvornek MedIm 29 16 0 13 Jun 2022
$$\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse Consistency$ $\texttt{GradICON}$ : Approximate Diffeomorphisms via Gradient Inverse Consistency Lin Tian Hastings Greer Franccois-Xavier Vialard Roland Kwitt Raúl San José Estépar Richard Jarrett Rushmore Nikolaos Makris Sylvain Bouix Marc Niethammer MedIm 11 29 0 13 Jun 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang C. L. P. Chen Wenjia Bai Daniel Rueckert MedIm 27 19 0 08 Jun 2022
What do we learn? Debunking the Myth of Unsupervised Outlier Detection Cosmin I. Bercea Daniel Rueckert J. Schnabel OODD 14 5 0 08 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 25 12 0 07 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement Xin Eric Wang Xinzhe Luo Xiahai Zhuang FedML 22 4 0 06 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention Jian-Qing Zheng Ziyang Wang Baoru Huang N. Lim T. Vincent B. Papież MedIm 45 9 0 04 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 21 20 0 02 Jun 2022
Generative Aging of Brain Images with Diffeomorphic Registration Jingru Fu A. Tzortzakakis J. Barroso E. Westman D. Ferreira R. Moreno MedIm 32 8 0 31 May 2022
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine Bailiang Jian Mohammad Farid Azampour F. Benetti Johannes Oberreuter Christina Bukas ... Anna-Sophia Dietrich Jon F Rischewski Jan S. Kirschke Nassir Navab T. Wendler 26 7 0 16 May 2022
Deep Learning for Medical Image Registration: A Comprehensive Review Subrato Bharati M. Rubaiyat Hossain Mondal Prajoy Podder V. B. Surya Prasath MedIm 13 27 0 24 Apr 2022
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation Cong Xie Hualuo Liu Shilei Cao Dong Wei Kai Ma Liansheng Wang Yefeng Zheng 4 1 0 23 Apr 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume Jianye Pang Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao ViT MedIm 28 11 0 14 Apr 2022
Deep Learning-based Framework for Automatic Cranial Defect Reconstruction and Implant Modeling Marek Wodzinski Mateusz Daniol M. Socha D. Hemmerling M. Stanuch A. Skalski 19 22 0 13 Apr 2022
Data Augmentation for Electrocardiograms Aniruddh Raghu Divya Shanmugam E. Pomerantsev John Guttag Collin M. Stultz 21 18 0 09 Apr 2022
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian V. Dalca 28 38 0 30 Mar 2022
A Deep-Discrete Learning Framework for Spherical Surface Registration Mohamed A. Suliman Logan Z. J. Williams Abdulah Fawaz E. C. Robinson 13 9 0 24 Mar 2022
Learning Whole Heart Mesh Generation From Patient Images For Computational Simulations Fanwei Kong S. Shadden 3DH MedIm AI4CE 21 21 0 20 Mar 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow Shanlin Sun Kun Han Deying Kong Hao Tang Xiangyi Yan Xiaohui Xie MedIm AI4CE 27 37 0 16 Mar 2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions Xin-Yue Fan Zi Li Ziyang Li Xiaolin Wang Risheng Liu Zhongxuan Luo Hao Huang 18 11 0 14 Mar 2022
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation Lihao Liu Zhening Huang Pietro Lio' Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 24 16 0 10 Mar 2022
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent S. Chatterjee Himanshi Bajaj Istiyak H. Siddiquee N. Subbarayappa Steve Simon S. Shashidhar Oliver Speck A. Nürnberger 34 4 0 08 Mar 2022
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
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis Chengjia Wang Guang Yang G. Papanastasiou 18 5 0 07 Mar 2022