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VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

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

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Title
Tissue-mask supported inter-subject whole-body image registration in the UK Biobank - A method benchmarking study Yasemin Utkueri Elin Lundström H. Ahlström Johan Öfverstedt J. Kullberg 16 0 0 02 Dec 2025
Deep Unsupervised Anomaly Detection in Brain Imaging: Large-Scale Benchmarking and Bias Analysis Alexander Frötscher Christian F. Baumgartner T. Wolfers OOD 203 0 0 01 Dec 2025
Robust Rigid and Non-Rigid Medical Image Registration Using Learnable Edge Kernels Ahsan Raza Siyal Markus Haltmeier R. Steiger Malik Galijasevic E. Gizewski A. E. Grams 116 0 0 01 Dec 2025
MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration Runxun Zhang Yizhou Liu Li Dongrui Bo XU Jingwei Wei MedIm 105 0 0 21 Nov 2025
AtlasMorph: Learning conditional deformable templates for brain MRI Marianne Rakic Andrew Hoopes S. M. Abulnaga M. Sabuncu John Guttag Adrian Dalca MedIm 180 0 0 17 Nov 2025
The Impact of Longitudinal Mammogram Alignment on Breast Cancer Risk Assessment Solveig Thrun Stine Hansen Zijun Sun Nele Blum Suaiba Amina Salahuddin ... Kristoffer Wickstrøm Elisabeth Wetzer Robert Jenssen M. Stille Michael C. Kampffmeyer 73 0 0 11 Nov 2025
CORE - A Cell-Level Coarse-to-Fine Image Registration Engine for Multi-stain Image Alignment Esha Nasir Behnaz Elhaminia Mark Eastwood Catherine King Owen Cain ... Dimitrios Chanouzas David R. J. Snead Nasir M. Rajpoot A. Shephard S. Raza 182 0 0 05 Nov 2025
Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-parametric Cardiac MRI Xinqi Li Yi Zhang Li-Ting Huang Hsiao-Huang Chang Thoralf Niendorf Min-Chi Ku Qian Tao H. Yang 52 0 0 29 Oct 2025
TraceTrans: Translation and Spatial Tracing for Surgical Prediction Xiyu Luo Haodong Li Xinxing Cheng He Zhao Yang Hu Xuan Song Tianyang Zhang MedIm 324 0 0 25 Oct 2025
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation Tianran Li Marius Staring Yuchuan Qiao MedIm 113 2 0 25 Oct 2025
DARE: A Deformable Adaptive Regularization Estimator for Learning-Based Medical Image Registration Ahsan Raza Siyal Markus Haltmeier R. Steiger Malik Galijasevic E. Gizewski A. E. Grams OOD MedIm CML 172 1 0 22 Oct 2025
Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation Hoda Kalabizadeh Ludovica Griffanti P. Yeung Ana I. L. Namburete Nicola K. Dinsdale Konstantinos Kamnitsas OOD MedIm 118 0 0 15 Oct 2025
FLOWING: Implicit Neural Flows for Structure-Preserving Morphing Arthur Bizzi Matias Grynberg Vitor Matias Daniel Perazzo João Paulo Lima Luiz Velho Nuno Gonçalves João M. Pereira Guilherme Gonçalves Schardong Tiago Novello 3DH AI4CE 201 2 0 10 Oct 2025
TCIP: Threshold-Controlled Iterative Pyramid Network for Deformable Medical Image Registration Heming Wu Haiyan Zhao Tai Ma P. Zhao Yubin Xiao Zhongke Wu X. Wang Chuang Li Xuan Wu You Zhou MedIm 96 0 0 09 Oct 2025
Reinforcement Learning-based Task Offloading in the Internet of Wearable Things Waleed Bin Qaim Aleksandr Ometov Claudia Campolo Antonella Molinaro E. Lohan J. Nurmi OffRL 144 0 0 08 Oct 2025
A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration Rohit Jena Vedant Zope Pratik Chaudhari James C. Gee FedML 120 0 0 29 Sep 2025
Test-time Uncertainty Estimation for Medical Image Registration via Transformation Equivariance Lin Tian Xiaoling Hu J. Iglesias OOD MedIm 106 0 0 27 Sep 2025
Learning KAN-based Implicit Neural Representations for Deformable Image Registration Nikita Drozdov Marat Zinovev Dmitry Sorokin MedIm 96 0 0 26 Sep 2025
RAU: Reference-based Anatomical Understanding with Vision Language Models Yiwei Li Y. Liu Jiaqi Guo Lin Zhao Zheyuan Zhang Xiao Chen Boris Mailhe Ankush Mukherjee Terrence Chen Shanhui Sun 140 2 0 26 Sep 2025
SHMoAReg: Spark Deformable Image Registration via Spatial Heterogeneous Mixture of Experts and Attention Heads Yuxi Zheng Jianhui Feng Tianran Li Marius Staring Yuchuan Qiao MoE 97 0 0 24 Sep 2025
Ideal Registration? Segmentation is All You Need Xiang Chen Fengting Zhang Qinghao Liu Min Liu K. Wu Yaonan Wang Hang Zhang 80 0 0 19 Sep 2025
Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows Jiabo Ma Wenqiang Li Jinbang Li Ziyi Liu Linshan Wu Fengtao Zhou Li Liang R. Chan T. Wong Hao Chen 132 1 0 17 Sep 2025
SAMIR, an efficient registration framework via robust feature learning from SAM Yue He Min Liu Qinghao Liu Jiazheng Wang Yaonan Wang Hang Zhang Xiang Chen MedIm 76 0 0 17 Sep 2025
Multi-Task Diffusion Approach For Prediction of Glioma Tumor Progression Aghiles Kebaili R. Modzelewski J. Lapuyade-Lahorgue M. Fontanilles S. Thureau S. Ruan 52 0 0 13 Sep 2025
Surrogate Supervision for Robust and Generalizable Deformable Image Registration Yihao Liu Junyu Chen Lianrui Zuo Shuwen Wei Brian D. Boyd Carmen Andreescu Olusola Ajilore Warren D. Taylor A. Carass Bennett A. Landman OOD MedIm 115 0 0 11 Sep 2025
Implicit Neural Representations of Intramyocardial Motion and Strain Andrew Bell Yan Kit Choi S. Petersen Andrew King Muhummad Sohaib Nazir Alistair Young 278 1 0 10 Sep 2025
FractalPINN-Flow: A Fractal-Inspired Network for Unsupervised Optical Flow Estimation with Total Variation Regularization Sara Behnamian Rasoul Khaksarinezhad Andreas Langer 72 0 0 10 Sep 2025
Systematic Review and Meta-analysis of AI-driven MRI Motion Artifact Detection and Correction Mojtaba Safari Zach Eidex Richard L. J. Qiu Matthew Goette Tonghe Wang Xiaofeng Yang MedIm 64 0 0 05 Sep 2025
PRINTER:Deformation-Aware Adversarial Learning for Virtual IHC Staining with In Situ Fidelity Yizhe Yuan Bingsen Xue Bangzheng Pu Chengxiang Wang Cheng Jin 56 0 0 01 Sep 2025
A Modality-agnostic Multi-task Foundation Model for Human Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Karthik Gopinath Annabel Sorby-Adams Daniel C. Alexander W. T. Kimberly J. Iglesias MedIm 81 2 0 30 Aug 2025
Encoder-Only Image Registration Xiang Chen Renjiu Hu Jinwei Zhang Y. Zhang Xinyao Yue Min Liu Yaonan Wang Hang Zhang 165 1 0 30 Aug 2025
Deep learning-enabled virtual multiplexed immunostaining of label-free tissue for vascular invasion assessment Yijie Zhang Cagatay Isil Xilin Yang Yuzhu Li Anna Elia Karin Atlan W. D. Wallace N. Pillar Aydogan Ozcan 85 1 0 22 Aug 2025
DINOv3 with Test-Time Training for Medical Image Registration Shansong Wang Mojtaba Safari Mingzhe Hu Qiang Li Chih-Wei Chang Richard L. J. Qiu Xiaofeng Yang 89 3 0 20 Aug 2025
Deep Biomechanically-Guided Interpolation for Keypoint-Based Brain Shift Registration Tiago Assis Ines P. Machado Benjamin Zwick Nuno C. Garcia Reuben Dorent 125 0 0 19 Aug 2025
FractMorph: A Fractional Fourier-Based Multi-Domain Transformer for Deformable Image Registration Shayan Kebriti Shahabedin Nabavi Ali Gooya MedIm ViT 98 1 0 17 Aug 2025
An Efficient Model-Driven Groupwise Approach for Atlas Construction Ziwei Zou Bei Zou Xiaoyan Kui Wenqi Lu Haoran Dou Arezoo Zakeri Timothy Cootes Alejandro F Frangi Yanfu Zhang MedIm 105 0 0 14 Aug 2025
DINOMotion: advanced robust tissue motion tracking with DINOv2 in 2D-Cine MRI-guided radiotherapy Soorena Salari Catherine Spino Laurie-Anne Pharand Fabienne Lathuiliere H. Rivaz Silvain Beriault Yiming Xiao 92 0 0 14 Aug 2025
NEUBORN: The Neurodevelopmental Evolution framework Using BiOmechanical RemodelliNg Nashira Baena Mariana da Silva I. Grigorescu Aakash Saboo Saga Masui Jaques-Donald Tournier E. C. Robinson 92 0 0 13 Aug 2025
PADReg: Physics-Aware Deformable Registration Guided by Contact Force for Ultrasound Sequences Yimeng Geng Mingyang Zhao Fan Xu Guanglin Cao Gaofeng Meng Hongbin Liu 73 0 0 12 Aug 2025
Coarse-to-Fine Joint Registration of MR and Ultrasound Images via Imaging Style Transfer Junyi Wang Xi Zhu Yikun Guo Zixi Wang Haichuan Gao Le Zhang Fan Zhang MedIm 104 0 0 07 Aug 2025
TotalRegistrator: Towards a Lightweight Foundation Model for CT Image Registration Xuan Loc Pham Gwendolyn Vuurberg Marjan Doppen Joey Roosen Tip Stille ... Hong Son Mai M. Heinrich Bram van Ginneken Mathias Prokop Alessa Hering 75 1 0 06 Aug 2025
Register Anything: Estimating "Corresponding Prompts" for Segment Anything ModelInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Shiqi Huang Tingfa Xu Wen Yan D. Barratt Yipeng Hu MedIm 112 0 0 03 Aug 2025
Modality-Aware Feature Matching: A Comprehensive Review of Single- and Cross-Modality Techniques Weide Liu Wei Zhou Jun Liu Ping Hu Jun Cheng Jungong Han Weisi Lin 3DV 195 3 0 30 Jul 2025
Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian RepresentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Xueming Fu Pei Wu Yingtai Li Xin Luo Zihang Jiang Junhao Mei Jian Lu Gao-Jun Teng S.Kevin Zhou 188 0 0 22 Jul 2025
Depthwise-Dilated Convolutional Adapters for Medical Object Tracking and Segmentation Using the Segment Anything Model 2 Guoping Xu Christopher Kabat You Zhang MedIm 82 1 0 19 Jul 2025
Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration? Hanxue Gu Yaqian Chen Nicholas Konz Qihang Li Maciej A. Mazurowski MedIm 152 2 0 15 Jul 2025
ZeroReg3D: A Zero-shot Registration Pipeline for 3D Consecutive Histopathology Image ReconstructionJournal of Medical Imaging (JMI), 2025 Juming Xiong Ruining Deng Jialin Yue Siqi Lu Junlin Guo ... Junchao Zhu Chongyu Qu Mengmeng Yin H. Yang Yuankai Huo 169 2 0 27 Jun 2025
RealKeyMorph: Keypoints in Real-world Coordinates for Resolution-agnostic Image Registration Mina C Moghadam Alan Q. Wang Omer Taub Martin R. Prince M. Sabuncu 258 0 0 12 Jun 2025
Unsupervised Deformable Image Registration with Structural Nonparametric SmoothingInformation Processing in Medical Imaging (IPMI), 2025 Hang Zhang Xiang Chen Renjiu Hu Rongguang Wang Jinwei Zhang Min Liu Yaonan Wang Gaolei Li Xinxing Cheng Yanfu Zhang 321 4 0 12 Jun 2025
A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Xuanru Zhou Jiarun Liu Shoujun Yu Hao Yang Cheng Li Tao Tan Shanshan Wang MedIm 264 2 0 04 Jun 2025