Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces

8 March 2019

Papers citing "Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces"

50 / 153 papers shown

Title
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
PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction Eyal Hanania Ilya Volovik Lilach Barkat Israel Cohen Moti Freiman 17 7 0 22 Aug 2023
CartiMorph: a framework for automated knee articular cartilage morphometrics Yongcheng Yao Jun-Wu Zhong Lu Zhang Sheheryar Khan Weitian Chen 33 3 0 03 Aug 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
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction Shanlin Sun Thanh-Tung Le Chenyu You Hao Tang Kun Han Haoyu Ma Deying Kong Xiangyi Yan Xiaohui Xie 3DV 25 2 0 23 Jul 2023
FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images Yi Qin Xiaomeng Li DiffM MedIm 21 16 0 22 Jul 2023
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph Richard McKinley C. Rummel 11 2 0 21 Jul 2023
Towards Saner Deep Image Registration Bin Duan Ming Zhong Yan Yan MedIm 24 2 0 19 Jul 2023
TBSS++: A novel computational method for Tract-Based Spatial Statistics Davood Karimi Hamza Kebiri Ali Gholipour 14 2 0 07 Jul 2023
Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim ViT MedIm 18 24 0 07 Jul 2023
SUGAR: Spherical Ultrafast Graph Attention Framework for Cortical Surface Registration Jianxun Ren Ning An Youjia Zhang Danyang Wang Zhenyu Sun ... Qingyu Hu P. Zhang D. Hu Danhong Wang Hesheng Liu 31 4 0 02 Jul 2023
Multi-Contrast Computed Tomography Atlas of Healthy Pancreas Yinchi Zhou Ho Hin Lee Yucheng Tang Xin Yu Qi Yang Shunxing Bao J. Spraggins Yuankai Huo Bennett A. Landman 11 2 0 02 Jun 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 32 5 0 27 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
RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image Registration Mingrui Ma Tao Wang Lei Song Weijie Wang Gui-Xian Liu ViT MedIm 16 2 0 07 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
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI M. Dong L. Xie Sandhitsu R. Das Jiancong Wang L. Wisse Robin DeFlores David A. Wolk Paul Yushkevich 11 1 0 10 Apr 2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT MedIm 38 4 0 10 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
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian V. Dalca MedIm 46 15 0 26 Jan 2023
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation Jinxin Lv Xiaoyu Zeng Sheng Wang Ran Duan Zhiwei Wang Qiang Li 19 3 0 26 Nov 2022
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 21 4 0 24 Nov 2022
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
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision Mingyuan Meng Lei Bi D. Feng Jinman Kim 6 10 0 15 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 31 6 0 14 Nov 2022
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration Ziyi He Albert C. S. Chung 21 1 0 10 Nov 2022
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CT Jue Jiang Jun Hong K. Tringale M. Reyngold C. Crane N. Tyagi Harini Veeraraghavan 22 2 0 25 Oct 2022
Motion correction in MRI using deep learning and a novel hybrid loss function Lei Zhang Xiaoke Wang Michael Rawson R. Balan E. Herskovits E. Melhem Linda Chang Ze Wang T. Ernst MedIm 27 12 0 19 Oct 2022
Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging Jiazhen Pan Daniel Rueckert Thomas Kustner Kerstin Hammernik 13 14 0 08 Sep 2022
Medical image registration using unsupervised deep neural network: A scoping literature review S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 28 35 0 03 Aug 2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration Neel Dey Jo Schlemper S. Salehi Bo Zhou Guido Gerig M. Sofka MedIm 25 16 0 27 Jun 2022
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning Mingyuan Meng Lei Bi D. Feng Jinman Kim 17 33 0 25 Jun 2022
Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive Radiotherapy Xiao Liang H. Morgan T. Bai M. Dohopolski D. Nguyen Steve B. Jiang 20 7 0 07 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 25 12 0 07 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement Xin Wang Xinzhe Luo Xiahai Zhuang FedML 22 4 0 06 Jun 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 25 5 0 06 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 21 21 0 02 Jun 2022
Generative Aging of Brain Images with Diffeomorphic Registration Jingru Fu A. Tzortzakakis J. Barroso E. Westman D. Ferreira R. Moreno MedIm 32 8 0 31 May 2022
Symmetric Transformer-based Network for Unsupervised Image Registration Mingrui Ma Lei Song Yuanbo Xu Gui-Xian Liu ViT MedIm 21 36 0 28 Apr 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
SynthStrip: Skull-Stripping for Any Brain Image Andrew Hoopes Jocelyn S. Mora Adrian V. Dalca Bruce Fischl Malte Hoffmann 18 210 0 18 Mar 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow Shanlin Sun Kun Han Deying Kong Hao Tang Xiangyi Yan Xiaohui Xie MedIm AI4CE 27 37 0 16 Mar 2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions Xin-Yue Fan Zi Li Ziyang Li Xiaolin Wang Risheng Liu Zhongxuan Luo Hao Huang 21 11 0 14 Mar 2022
Region Specific Optimization (RSO)-based Deep Interactive Registration T. Bai Muhan Lin Xiao Liang Biling Wang M. Dohopolski B. Cai D. Nguyen Steve B. Jiang 11 0 0 08 Mar 2022
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs Qiang Ma Liu Li E. C. Robinson Bernhard Kainz Daniel Rueckert A. Alansary MedIm 24 31 0 16 Feb 2022
Multi-Atlas Segmentation and Spatial Alignment of the Human Embryo in First Trimester 3D Ultrasound W. Bastiaansen M. Rousian R. Steegers-Theunissen W. Niessen A. Koning S. Klein 9 3 0 14 Feb 2022
Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy Xiao Liang J. Chun H. Morgan T. Bai D. Nguyen Justin C. Park Steve B. Jiang 12 8 0 08 Feb 2022
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment Zhipeng Ding Marc Niethammer 12 19 0 07 Feb 2022
FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss Jinbao Wang Guoyang Xie Yawen Huang Yefeng Zheng Yaochu Jin Feng Zheng MedIm 34 9 0 29 Jan 2022