Title
Auto-regressive transformation for image alignment Kyoung Mu Lee Soochahn Lee Kyoung Mu Lee 45 0 0 08 May 2025
NimbleReg: A light-weight deep-learning framework for diffeomorphic image registration Antoine Legouhy Ross Callaghan Nolah Mazet Vivien Julienne H. Azadbakht Hui Zhang MedIm 3DH 62 0 0 10 Mar 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration Benjamin Billot Ramya Muthukrishnan Esra Abaci Turk Ellen Grant N. Ayache H. Delingette Polina Golland 3DPC 67 1 0 06 Mar 2025
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study Liang Qiu Liyue Shen Lianli Liu Junyan Liu Yizheng Chen Lei Xing 33 1 0 25 Oct 2024
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence Shiqi Huang Tingfa Xu Z. Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 31 1 0 17 Oct 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Qianying Liu Paul Henderson Xiao Gu Hang Dai F. Deligianni 44 0 0 16 Sep 2024
multiGradICON: A Foundation Model for Multimodal Medical Image Registration Basar Demir Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Ebrahim Ebrahim Marc Niethammer OOD MedIm 43 8 0 01 Aug 2024
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker Qi Li Ziyi Shen Qianye Yang D. Barratt Matthew J. Clarkson Tom Vercauteren Yipeng Hu 3DH 27 0 0 08 Jul 2024
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity Zhe Min Zachary Michael Cieman Baum Shaheer U. Saeed M. Emberton D. Barratt Zeike A. Taylor Yipeng Hu 18 2 0 03 Jul 2024
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning Bomin Wang Xinzhe Luo Xiahai Zhuang CLL FedML 31 0 0 25 Jun 2024
Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss Jiahua Li James T. Grist Fergus V. Gleeson Bartłomiej W. Papież 34 0 0 21 Jun 2024
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration Alan Q. Wang Rachit Saluja Heejong Kim Xinzi He Adrian V. Dalca M. Sabuncu 37 3 0 22 May 2024
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy Jjahao Zhang Yin Gu Deyu Sun Yuhua Gao Ming Gao Ming Cui Teng Zhang He Ma 37 0 0 21 May 2024
One registration is worth two segmentations Shiqi Huang Tingfa Xu Ziyi Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 33 2 0 17 May 2024
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration Y. Lei L. Matkovic J. Roper Tonghe Wang Jun Zhou B. Ghavidel Mark McDonald Pretesh Patel Xiaofeng Yang MedIm 37 0 0 04 May 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
Semi-weakly-supervised neural network training for medical image registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... M. Emberton Matthew J. Clarkson D. Barratt V. Prisacariu Yipeng Hu 14 0 0 16 Feb 2024
Registration of Longitudinal Spine CTs for Monitoring Lesion Growth Malika Sanhinova Nazim Haouchine Steven D. Pieper William M. Wells T. A. Balboni ... Sarah Caplan Patrick Doyle Heejoo Kang David B. Hackney R. Alkalay 16 1 0 14 Feb 2024
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection Luyi Han Tao Tan Tianyu Zhang Yuan Gao Xin Wang Valentina Longo Sofía Ventura-Díaz Anna D’Angelo Jonas Teuwen Ritse Mann 17 1 0 17 Jan 2024
Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry Xinzhe Luo Xin Wang Linda Shapiro Chun Yuan Jianfeng Feng Xiahai Zhuang 31 0 0 04 Jan 2024
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches Henrik Skibbe Michal Byra A. Watakabe Tetsuo Yamamori M. Reisert MedIm 3DV 3DPC 22 0 0 12 Dec 2023
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research William Ndzimbong Cyril Fourniol Loic Themyr Nicolas Thome Yvonne Keeza ... J. Marescaux Daniel George Didier Mutter Alexandre Hostettler Toby Collins 23 0 0 19 Oct 2023
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration Xuewei Li Yaqiao Zhu Jie Gao X. Wei Ruixuan Zhang Yuan Tian Mei Yu 26 0 0 13 Oct 2023
GRID: A Platform for General Robot Intelligence Development Sai H. Vemprala Shuhang Chen Abhinav Shukla Dinesh Narayanan Ashish Kapoor 25 10 0 02 Oct 2023
AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration Mingyuan Meng M. Fulham Da-wei Feng Lei Bi Jinman Kim MedIm 21 4 0 11 Sep 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 42 36 0 28 Jul 2023
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data Yao Su Zhentian Qian Lei Ma Lifang He Xiangnan Kong 21 2 0 27 Jul 2023
Unsupervised 3D registration through optimization-guided cyclical self-training Alexander Bigalke Lasse Hansen Tony C. W. Mok M. Heinrich 3DPC SSL 22 8 0 29 Jun 2023
A Two-Step Deep Learning Method for 3DCT-2DUS Kidney Registration During Breathing Y. Chi Yuyu Xu Huiying Liu Xiaoxiang Wu Zhiqiang Liu Jiawei Mao Guibin Xu Weimin Huang 3DPC 27 2 0 23 May 2023
CDIDN: A Registration Model with High Deformation Impedance Capability for Long-Term Tracking of Pulmonary Lesion Dynamics Xinyu Zhao Sarayu Huang Wei Pang You Zhou OOD 19 0 0 18 May 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints Alan Q. Wang Evan M. Yu Adrian V. Dalca M. Sabuncu 28 21 0 19 Apr 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
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
Non-rigid Medical Image Registration using Physics-informed Neural Networks Z. Min Zachary Michael Cieman Baum Shaheer U. Saeed M. Emberton D. Barratt Zeike A. Taylor Yipeng Hu MedIm 21 7 0 20 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 40 7 0 07 Feb 2023
Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms Christian Schmidt H. M. Overhoff 25 1 0 20 Jan 2023
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers Zihao Wang Yingyu Yang Maxime Sermesant H. Delingette ViT MedIm 15 5 0 21 Nov 2022
$$\mathcal{X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing$ $\mathcal{X}$ -Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing Xinzhe Luo Xiahai Zhuang 22 23 0 03 Nov 2022
Meta-Learning Initializations for Interactive Medical Image Registration Zachary Michael Cieman Baum Yipeng Hu D. Barratt 20 13 0 27 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
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... Matthew J. Clarkson Henkjan J. Huisman D. Barratt V. Prisacariu Yipeng Hu 11 19 0 12 Sep 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
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration Zachary Michael Cieman Baum Yipeng Hu D. Barratt 16 2 0 22 Jul 2022
Strategising template-guided needle placement for MR-targeted prostate biopsy Iani J. M. B. Gayo Shaheer U. Saeed D. Barratt Matthew J. Clarkson Yipeng Hu 14 2 0 21 Jul 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement Xin 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
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 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
Multi-Modal Learning for AU Detection Based on Multi-Head Fused Transformers Xiang Zhang L. Yin ViT 16 12 0 22 Mar 2022