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

Title
Beyond the LUMIR challenge: The pathway to foundational registration models Junyu Chen Shuwen Wei Joel Honkamaa P. Marttinen Hang Zhang ... Alessa Hering Reuben Dorent Christoph Großbröhmer M. Heinrich A. Carass MedIm 99 6 0 30 May 2025
Moment kernels: a simple and scalable approach for equivariance to rotations and reflections in deep convolutional networks Zachary Schlamowitz Andrew Bennecke Daniel J. Tward 122 0 0 27 May 2025
Temporal Differential Fields for 4D Motion Modeling via Image-to-Video SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Xin You Minghui Zhang Hanxiao Zhang J. Yang Nassir Navab DiffM VGen MedIm 486 3 0 22 May 2025
GuidedMorph: Two-Stage Deformable Registration for Breast MRI Yaqian Chen Hanxue Gu Haoyu Dong Qihang Li Yuwen Chen Nicholas Konz Lin Li Maciej A. Mazurowski 119 2 0 19 May 2025
IMITATE: Image Registration with Context for unknown time frame recoveryIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Ziad Kheil Lucas Robinet Laurent Risser Soleakhena Ken 215 0 0 15 May 2025
BodyGPS: Anatomical Positioning System H. Yerebakan Kritika Iyer Xueqi Guo Yoshihisa Shinagawa Gerardo Hermosillo Valadez MedIm 3DH 371 0 0 12 May 2025
Bi-directional Self-Registration for Misaligned Infrared-Visible Image Fusion Timing Li Bing Cao Pengfei Zhu Bin Xiao Qinghua Hu 182 0 0 11 May 2025
Improving Generalization of Medical Image Registration Foundation Model Jing Hu Kaiwei Yu Hongjiang Xian Shu Hu Xin Wang MedIm 229 1 0 10 May 2025
Auto-regressive transformation for image alignment Kyoung Mu Lee Soochahn Lee Kyoung Mu Lee 204 0 0 08 May 2025
FF-PNet: A Pyramid Network Based on Feature and Field for Brain Image Registration Ying Zhang Shuai Guo Chenxi Sun Yuchen Zhu Jinhai Xiang MedIm 426 0 0 08 May 2025
Tetrahedron-Net for Medical Image Registration Jinhai Xiang Shuai Guo Qianru Han Dantong Shi Xinwei He Xiang Bai 3DV 220 0 0 07 May 2025
Motion-compensated cardiac MRI using low-rank diffeomorphic flow (DMoCo) Joseph William Kettelkamp Ludovica Romanin S. Priya M. Jacob 187 0 0 06 May 2025
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction Fengming Lin Arezoo Zakeri Yidan Xue Michael MacRaild Haoran Dou Zherui Zhou Ziwei Zou Ali Sarrami-Foroushani Yanfu Zhang Alejandro F Frangi 3DV MedIm 257 2 0 06 May 2025
Nonperiodic dynamic CT reconstruction using backward-warping INR with regularization of diffeomorphism (BIRD) Muge Du Zhuozhao Zheng Wenying Wang Guotao Quan Wuliang Shi Le Shen Li Zhang Liang Li Yinong Liu Yuxiang Xing 826 1 0 06 May 2025
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo MedIm 164 0 0 05 May 2025
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2IEEE Transactions on Medical Imaging (IEEE TMI), 2025 Yuwen Chen Zafer Yildiz Qihang Li Yaqian Chen Haoyu Dong Hanxue Gu Nicholas Konz Maciej A. Mazurowski MedIm VLM 378 1 0 03 May 2025
MultiMorph: On-demand Atlas ConstructionComputer Vision and Pattern Recognition (CVPR), 2025 S. M. Abulnaga Andrew Hoopes Neel Dey Malte Hoffmann Marianne Rakic B. Fischl John Guttag Adrian V. Dalca 180 3 0 31 Mar 2025
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration Valentin Boussot Cédric Hémon Jean-Claude Nunes Jason Downling Simon Rouzé Caroline Lafond Anaïs Barateau Jean-Louis Dillenseger 330 2 0 31 Mar 2025
OncoReg: Medical Image Registration for Oncological Challenges Wiebke Heyer Yannic Elser Lennart Berkel Xinrui Song Xuanang Xu ... Christoph Großbröhmer Alessa Hering Malte M. Sieren Mattias P. Heinrich M. Heinrich 209 0 0 29 Mar 2025
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 201 1 0 28 Mar 2025
SACB-Net: Spatial-awareness Convolutions for Medical Image RegistrationComputer Vision and Pattern Recognition (CVPR), 2025 Xinxing Cheng Tianyang Zhang Wenqi Lu Qingjie Meng Alejandro F. Frangi Yanfu Zhang 3DPC 185 0 0 25 Mar 2025
Downstream Analysis of Foundational Medical Vision Models for Disease Progression Basar Demir Soumitri Chattopadhyay Thomas Hastings Greer Boqi Chen Marc Niethammer MedIm 155 0 0 21 Mar 2025
UniReg: Foundation Model for Controllable Medical Image Registration Zi Li Jianpeng Zhang Tai Ma Tony C. W. Mok Yan-Jie Zhou Z. Chen X. Ye Le Lu Dakai Jin MedIm 331 3 0 17 Mar 2025
Markerless Tracking-Based Registration for Medical Image Motion Correction Luisa Neubig Deirdre Larsen T. Ikuma Markus Kopp Melda Kunduk Andreas M. Kist 194 0 0 13 Mar 2025
The 4D Human Embryonic Brain Atlas: spatiotemporal atlas generation for rapid anatomical changes using first-trimester ultrasound from the Rotterdam Periconceptional Cohort W. Bastiaansen M. Rousian A. Koning W. Niessen Bernadette S. de Bakker R. Steegers-Theunissen S. Klein 116 1 0 10 Mar 2025
Evaluation of Deformable Image Registration under Alignment-Regularity Trade-off Vasiliki Sideri-Lampretsa Daniel Rueckert Huaqi Qiu 112 0 0 10 Mar 2025
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages Hao Xu Tengfei Xue Dongnan Liu Yuqian Chen Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong Cai 220 1 0 09 Mar 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Benjamin Billot Ramya Muthukrishnan Esra Abaci Turk Ellen Grant N. Ayache H. Delingette Polina Golland 3DPC 222 1 0 06 Mar 2025
NCF: Neural Correspondence Field for Medical Image Registration Lei Zhou Nimu Yuan Katjana Ehrlich Jinyi Qi 144 0 0 02 Mar 2025
Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport Jingru Fu Yuqi Zheng Neel Dey D. Ferreira R. Moreno MedIm 212 2 0 28 Feb 2025
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological ReviewJournal of Pathology Informatics (J Pathol Inform), 2025 Behnaz Elhaminia Abdullah Alsalemi Esha Nasir Mostafa Jahanifar Ruqayya Awan Lawrence S Young Nasir M. Rajpoot F. Minhas S. Raza 295 3 0 26 Feb 2025
An anatomically-informed correspondence initialisation method to improve learning-based registration for radiotherapy E. Henderson M. Herk Andrew Green E. V. Osorio 150 1 0 26 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 231 4 0 07 Feb 2025
Tell2Reg: Establishing spatial correspondence between images by the same language promptsIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Wen Yan Qianye Yang Shiqi Huang Yipei Wang S. Punwani M. Emberton V. Stavrinides Yipeng Hu D. Barratt 242 0 0 05 Feb 2025
Test Time Training for 4D Medical Image Interpolation Qikang Zhang Yingjie Lei Zihao Zheng Ziyang Chen Zhonghao Xie OOD 72 1 0 04 Feb 2025
Multi-Objective Deep-Learning-based Biomechanical Deformable Image Registration with MOREA G. Andreadis Eduard Ruiz Munné Thomas H. W. Bäck Peter A. N. Bosman Tanja Alderliesten MedIm AI4CE 125 0 0 27 Jan 2025
Unraveling Normal Anatomy via Fluid-Driven Anomaly RandomizationComputer Vision and Pattern Recognition (CVPR), 2025 Peirong Liu Ana Lawry Aguila J. Iglesias MedIm 163 5 0 23 Jan 2025
Learning accurate rigid registration for longitudinal brain MRI from synthetic dataIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Jingru Fu Adrian V. Dalca B. Fischl R. Moreno Malte Hoffmann MedIm 218 2 0 22 Jan 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 1.0K 0 0 21 Jan 2025
MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training Xingyi He He Hao Yu Sida Peng Dongli Tan Zehong Shen Hujun Bao Xiaowei Zhou 249 17 0 13 Jan 2025
Implicit Neural Representations for Registration of Left Ventricle Myocardium During a Cardiac Cycle Mathias Micheelsen Lowes Jonas Jalili Pedersen Bjørn S. Hansen Klaus Kofoed Maxime Sermesant Rasmus Paulsen 114 1 0 13 Jan 2025
Multi-source Domain Adaptation for Panoramic Semantic SegmentationInformation Fusion (Inf. Fusion), 2024 Jing Jiang Sicheng Zhao Jiankun Zhu Wenbo Tang Zhaopan Xu Jidong Yang Guoping Liu Tengfei Xing Pengfei Xu Huanjin Yao 330 14 0 08 Jan 2025
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Xiusheng Xu Lei Qi Jingyang Zhou Xin Geng TTA 280 1 0 03 Jan 2025
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 191 0 0 31 Dec 2024
Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention Mingyuan Meng M. Fulham Lei Bi Jinman Kim OOD ViT MedIm 131 0 0 24 Dec 2024
PointVoxelFormer -- Reviving point cloud networks for 3D medical imaging Mattias Paul Heinrich 3DPC 186 1 0 23 Dec 2024
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review Anna Reithmeir Veronika Spieker Vasiliki Sideri-Lampretsa Daniel Rueckert Julia A. Schnabel Veronika A. Zimmer MedIm 146 4 0 20 Dec 2024
LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of DiffeomorphismsInformation Processing in Medical Imaging (IPMI), 2024 Krithika S. Iyer Shireen Y. Elhabian Sarang Joshi MedIm 225 1 0 20 Dec 2024
MUSTER: Longitudinal Deformable Registration by Composition of Consecutive Deformations E. Grødem Donatas Sederevičius Esten H. Leonardsen B. MacIntosh A. Bjørnerud Till Schellhorn Øystein Sørensen Inge Amlien Pablo F. Garrido Anders M. Fjell 183 0 0 19 Dec 2024
Multi-Subject Image Synthesis as a Generative Prior for Single-Subject PET Image Reconstruction George Webber Yuya Mizuno Oliver D. Howes A. Hammers A. King Andrew J. Reader MedIm 134 1 0 05 Dec 2024