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
Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs M. S. Feinler B. Hahn MedIm 12 5 0 30 Mar 2023
Multimodal and multicontrast image fusion via deep generative models Giovanna Maria Dimitri Simeon E. Spasov A. Duggento L. Passamonti Pietro Lio' N. Toschi MedIm 11 27 0 28 Mar 2023
fRegGAN with K-space Loss Regularization for Medical Image Translation Ivo M. Baltruschat Felix Kreis A. Hoelscher Melanie Dohmen Matthias Lenga GAN MedIm 27 3 0 28 Mar 2023
A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject Haocheng Xu Tengfei Xue Dongnan Liu Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong (Tom) Cai 14 6 0 25 Mar 2023
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing Xinzi He Alan Q. Wang M. Sabuncu 26 4 0 21 Mar 2023
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI Abdallah Zaid Alkilani Tolga Çukur E. Saritas MedIm AAML 26 4 0 18 Mar 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration Joel Honkamaa P. Marttinen MedIm 24 2 0 17 Mar 2023
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation Jing Zou Noémie Debroux Lihao Liu Jing Qin Carola-Bibiane Schönlieb Angelica I Aviles-Rivero MedIm 18 2 0 14 Mar 2023
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces Nian Wu Miaomiao Zhang 11 10 0 13 Mar 2023
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brain Charissa Poon M. F. Rachmadi Michal Byra Matthias Schlachter Binbing Xu T. Shimogori Henrik Skibbe 11 0 0 13 Mar 2023
Spatial Correspondence between Graph Neural Network-Segmented Images Qian Li Yunguan Fu Qianye Yang Z. Du Hongjian Yu Yipeng Hu 23 1 0 12 Mar 2023
Deformable Cross-Attention Transformer for Medical Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT OOD MedIm 32 11 0 10 Mar 2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT MedIm 32 4 0 10 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes Jian Wang Jiarui Xing Jason Druzgal W. Wells Miaomiao Zhang MedIm 33 4 0 08 Mar 2023
Structure-aware registration network for liver DCE-CT images Peng Xue Jingyang Zhang Lei Ma Mianxin Liu Yuning Gu Jia-Bin Huang Feihong Liua Yongsheng Pan Xiaohuan Cao Dinggang Shen MedIm 23 4 0 08 Mar 2023
Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction W. Le C. Bang Philippine Cordelle D. Markel P. Nguyen-Tan Houda Bahig Samuel Kadoury 37 2 0 07 Mar 2023
Joint cortical registration of geometry and function using semi-supervised learning Jian Li Greta Tuckute Evelina Fedorenko B. Edlow B. Fischl Adrian V. Dalca 11 2 0 02 Mar 2023
Indescribable Multi-modal Spatial Evaluator Lingke Kong X. Qi Qijin Shen Jiacheng Wang Jingyi Zhang Yanle Hu Qichao Zhou 27 7 0 01 Mar 2023
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data I. Díaz Mario Geiger Richard McKinley 3DPC 11 0 0 01 Mar 2023
Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label Yike Zhang J. Noble 9 7 0 15 Feb 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 32 9 0 14 Feb 2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation Wangbin Ding Lei Li Junyi Qiu Sihan Wang Liqin Huang Yinyin Chen Shan Yang Xiahai Zhuang 38 7 0 07 Feb 2023
Reconstruction-driven motion estimation for motion-compensated MR CINE imaging Jiazhen Pan Wenqi Huang Daniel Rueckert Thomas Kustner Kerstin Hammernik 31 8 0 05 Feb 2023
Recurrence With Correlation Network for Medical Image Registration Vignesh Sivan Teodora Vujovic R. Ranabhat Alexander Wong S. McLachlin M. Hardisty 23 2 0 05 Feb 2023
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIs Qiu-hui Chen Yi Hong MedIm 22 11 0 02 Feb 2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans Donghoon Lee E. Yorke M. Zarepisheh Saad Nadeem Yu-chi Hu 16 1 0 26 Jan 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian V. Dalca MedIm 43 15 0 26 Jan 2023
Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms Christian Schmidt H. M. Overhoff 14 1 0 20 Jan 2023
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research Fabian Eitel Marc-Andre Schulz Moritz Seiler Henrik Walter K. Ritter AI4CE 19 42 0 20 Jan 2023
DRIMET: Deep Registration for 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue Zhangxing Bian Fangxu Xing Jinglun Yu Muhan Shao Yihao Liu A. Carass J. Zhuo Jonghye Woo Jerry L. Prince MedIm 25 2 0 18 Jan 2023
LSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound Landmark Tracking Zhihua Liu B. Yang Yan Shen Xuejun Ni Huiyu Zhou MedIm 31 0 0 11 Jan 2023
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis J. Kapoor Jakob H. Macke Christian F. Baumgartner MedIm 8 8 0 09 Jan 2023
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification Shizhan Gong Cheng Chen Yuqi Gong Nga Yan Chan Wenao Ma C. Mak J. Abrigo Qi Dou DiffM MedIm 9 7 0 01 Jan 2023
Morphology-based non-rigid registration of coronary computed tomography and intravascular images through virtual catheter path optimization Karim Kadry Abhishek Karmakar A. Schuh K. Petersen M. Schaap David Marlevi Charles Taylor E. Edelman F. R. Nezami 28 5 0 30 Dec 2022
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation Jee Seok Yoon Chenghao Zhang Heung-Il Suk Jia Guo Xiaoxia Li DiffM MedIm 16 38 0 16 Dec 2022
2D/3D Deep Image Registration by Learning 3D Displacement Fields for Abdominal Organs Ryuto Miura M. Nakao M. Nakamura T. Matsuda 11 1 0 11 Dec 2022
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors Javid Abderezaei Aymeric Pionteck Agamdeep Chopra Mehmet Kurt MedIm 17 5 0 08 Dec 2022
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration Yao Su Xin Dai Lifang He Xiangnan Kong MedIm 11 4 0 06 Dec 2022
Fourier-Net: Fast Image Registration with Band-limited Deformation Xiaogang Jia Joseph Bartlett Wei Chen Siyang Song T. Zhang Xi Cheng Wenqi Lu Zhaowen Qiu Jinming Duan 15 28 0 29 Nov 2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation Jinxin Lv Xiaoyu Zeng Sheng Wang Ran Duan Zhiwei Wang Qiang Li 19 3 0 26 Nov 2022
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 18 4 0 24 Nov 2022
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers Zihao W. Wang Yingyu Yang Maxime Sermesant H. Delingette ViT MedIm 13 5 0 21 Nov 2022
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-Resolution Shaohua Zhi Yinghui Wang Haonan Xiao T. Bai Yunsong Tang Bing Li Chenyang Liu Wen Li Tian Li Jing Cai 17 4 0 21 Nov 2022
Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients Ramy A. Zeineldin Mohamed E. Karar Franziska Mathis-Ullrich Oliver Burgert 17 4 0 20 Nov 2022
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision Mingyuan Meng Lei Bi D. Feng Jinman Kim 6 10 0 15 Nov 2022
Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge Marek Wodzinski Artur Jurgas Niccolo Marini M. Atzori Henning Muller 31 6 0 14 Nov 2022
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration Ziyi He Albert C. S. Chung 16 1 0 10 Nov 2022
SizeGAN: Improving Size Representation in Clothing Catalogs Kathleen M. Lewis John Guttag 3DH GAN 27 3 0 05 Nov 2022
Meta-Learning Initializations for Interactive Medical Image Registration Zachary Michael Cieman Baum Yipeng Hu D. Barratt 18 13 0 27 Oct 2022
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CT Jue Jiang Jun Hong K. Tringale M. Reyngold C. Crane N. Tyagi H. Veeraraghavan 22 2 0 25 Oct 2022