Title
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 30 36 0 28 Jul 2023
Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning Soorena Salari Amir Rasoulian H. Rivaz Yiming Xiao 13 5 0 26 Jul 2023
DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration Matteo Ronchetti W. Wein Nassir Navab O. Zettinig R. Prevost 17 7 0 19 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 14 14 0 19 Jul 2023
Towards Saner Deep Image Registration Bin Duan Ming Zhong Yan Yan MedIm 11 1 0 19 Jul 2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 23 5 0 06 Jul 2023
Unsupervised 3D registration through optimization-guided cyclical self-training Alexander Bigalke Lasse Hansen Tony C. W. Mok M. Heinrich 3DPC SSL 8 8 0 29 Jun 2023
Medical Image Deidentification, Cleaning and Compression Using Pylogik Adrienne S. Kline V. Appadurai Yuan Luo Sanjiv J. Shah 14 1 0 20 Apr 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 15 3 0 23 Mar 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration Joel Honkamaa P. Marttinen MedIm 11 2 0 17 Mar 2023
Deformable Cross-Attention Transformer for Medical Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT OOD MedIm 21 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 27 4 0 10 Mar 2023
Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion Zihao W. Wang Yingyu Yang Maxime Sermesant H. Delingette Ona Wu DiffM MedIm 16 7 0 31 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 15 2 0 18 Jan 2023
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 10 27 0 29 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 23 6 0 14 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 11 23 0 03 Nov 2022
Deformation equivariant cross-modality image synthesis with paired non-aligned training data Joel Honkamaa Muhammad Umair Ahmed Khan Sonja Koivukoski Mira Valkonen Leena Latonen Pekka Ruusuvuori Pekka Marttinen OOD MedIm 16 8 0 26 Aug 2022
Driving Points Prediction For Abdominal Probabilistic Registration Samuel Joutard R. Dorent Sebastien Ourselin Tom Kamiel Magda Vercauteren Marc Modat 3DPC 17 1 0 05 Aug 2022
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration Jiashun Chen Donghuan Lu Yu Zhang Dong Wei Munan Ning Xinyu Shi Zhe Xu Yefeng Zheng ViT MedIm 11 20 0 07 Jul 2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration Neel Dey Jo Schlemper S. Salehi Bo Zhou Guido Gerig M. Sofka MedIm 8 16 0 27 Jun 2022
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans Tony C. W. Mok Albert C. S. Chung 10 23 0 08 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 17 12 0 07 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement Xin Eric Wang Xinzhe Luo Xiahai Zhuang FedML 14 3 0 06 Jun 2022
A multi-organ point cloud registration algorithm for abdominal CT registration Samuel Joutard Thomas S. Pheiffer Chloé Audigier P. Wohlfahrt R. Dorent Sebastien Piat Tom Kamiel Magda Vercauteren Marc Modat Tommaso Mansi 3DPC 16 1 0 15 Mar 2022
Coordinate Translator for Learning Deformable Medical Image Registration Yihao Liu Lianrui Zuo Shuo Han Yuan Xue Jerry L. Prince A. Carass MedIm 8 36 0 05 Mar 2022
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation M. Heinrich Lasse Hansen 3DPC 16 15 0 28 Feb 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 H. Menze Spyridon Bakas Diana Waldmannstetter 23 45 0 13 Dec 2021
Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021 H. Siebert Lasse Hansen M. Heinrich 3DPC 3DH 29 51 0 06 Dec 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 13 186 0 19 Nov 2021
Deformable Registration of Brain MR Images via a Hybrid Loss Luyi Han Haoran Dou Yunzhi Huang P. Yap MedIm 9 6 0 28 Oct 2021
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration A. Thorley Xi Jia H. Chang Boyang Liu K. Bunting ... A. de Marvao D. O’Regan Georgios Gkoutos D. Kotecha Jinming Duan MedIm 25 20 0 26 Sep 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion Jinxin Lv Zhiwei Wang Hongkuan Shi Haobo Zhang Sheng Wang Yilang Wang Qiang Li 32 37 0 25 Sep 2021
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration Zhe Xu Jie Luo Donghuan Lu Jiangpeng Yan Sarah F. Frisken J. Jagadeesan W. Wells Xiu Li Yefeng Zheng R. Tong 14 16 0 06 Jul 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim MedIm 13 18 0 09 Mar 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 32 128 0 04 Jan 2021
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images K. Yan Jinzheng Cai D. Jin S. Miao Dazhou Guo Adam P. Harrison Youbao Tang Jing Xiao Jingjing Lu Le Lu MedIm 11 82 0 04 Dec 2020