Title
Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration Kyobin Choo Hyunkyung Han Jinyeong Kim Chanyong Yoon Seong Jae Hwang 40 0 0 01 Jul 2025
Improving Generalization of Medical Image Registration Foundation Model Jing Hu Kaiwei Yu Hongjiang Xian Shu Hu Xin Wang MedIm 95 1 0 10 May 2025
OncoReg: Medical Image Registration for Oncological Challenges Wiebke Heyer Yannic Elser Lennart Berkel Xinrui Song Xuanang Xu ... Christoph Großbröhmer Lasse Hansen Alessa Hering Malte M. Sieren Mattias P. Heinrich 84 0 0 29 Mar 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 141 0 0 28 Mar 2025
Downstream Analysis of Foundational Medical Vision Models for Disease Progression Basar Demir Soumitri Chattopadhyay Thomas Hastings Greer Boqi Chen Marc Niethammer MedIm 95 0 0 21 Mar 2025
CARL: A Framework for Equivariant Image Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt R. Estépar Marc Niethammer 3DPC MedIm 170 0 0 27 May 2024
MRSegmentator: Robust Multi-Modality Segmentation of 40 Classes in MRI and CT Sequences Hartmut Häntze Lina Xu Felix J. Dorfner Leonhard Donle Daniel Truhn ... Mathias Prokop Bram van Ginneken Alessa Hering Lisa Christine Adams Keno K. Bressem 107 1 0 10 May 2024
Improve Cross-Modality Segmentation by Treating MRI Images as Inverted CT Scans Hartmut Häntze Lina Xu Leonhard Donle Felix J. Dorfner Alessa Hering Lisa Christine Adams Keno K. Bressem 52 0 0 04 May 2024
uniGradICON: A Foundation Model for Medical Image Registration Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Marc Niethammer MedIm 77 23 0 09 Mar 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration Tony C. W. Mok Zi Li Yunhao Bai Jianpeng Zhang Wei Liu ... D. Jin Yu Shi Xiaoli Yin Le Lu Ling Zhang 85 9 0 29 Feb 2024
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation Lin Tian Zi Li Fengze Liu Xiaoyu Bai Jia Ge Le Lu Marc Niethammer X. Ye Ke Yan D. Jin 87 6 0 25 Nov 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 119 46 0 28 Jul 2023
SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid Zi Li Lin Tian Tony C. W. Mok Xiaoyu Bai Puyang Wang ... Jingren Zhou Le Lu X. Ye K. Yan D. Jin 3DPC 94 15 0 19 Jul 2023
$$\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 121 31 0 13 Jun 2022
The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients Bhakti Baheti Satrajit Chakrabarty H. Akbari Michel Bilello Benedikt Wiestler ... Christos Davatzikos Aristeidis Sotiras Bjoern Menze Spyridon Bakas Diana Waldmannstetter 97 45 0 13 Dec 2021
ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer Roland Kwitt François-Xavier Vialard Marc Niethammer 64 26 0 10 May 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 175 131 0 04 Jan 2021
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration Zhe Xu Jie Luo Jiangpeng Yan Ritvik Pulya Xiu Li W. Wells J. Jagadeesan MedIm 72 61 0 06 Jul 2020
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks Tony C. W. Mok Albert C. S. Chung MedIm 108 263 0 29 Jun 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 81 163 0 21 Apr 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 132 206 0 20 Mar 2020
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 83 160 0 17 Apr 2019
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations C. Qin Bibo Shi Rui Liao Tommaso Mansi Daniel Rueckert A. Kamen MedIm 105 128 0 22 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 62 108 0 21 Mar 2019
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 194 1,595 0 14 Sep 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Vercauteren 136 383 0 09 Jul 2018
Adversarial Image Registration with Application for MR and TRUS Image Fusion Pingkun Yan Sheng Xu A. Rastinehad Bradford J. Wood GAN MedIm 78 84 0 30 Apr 2018
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity Xiaohuan Cao Jianhua Yang Li Wang Z. Xue Qian Wang Dinggang Shen 69 90 0 28 Apr 2018
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 116 598 0 31 Mar 2017
Fast Predictive Multimodal Image Registration Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 3DH 71 27 0 31 Mar 2017
A Deep Metric for Multimodal Registration M. Simonovsky B. Gutiérrez-Becker Diana Mateus Nassir Navab N. Komodakis 113 212 0 17 Sep 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 383 6,597 0 21 Jun 2016