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Learning a Probabilistic Model for Diffeomorphic Registration

18 December 2018

Papers citing "Learning a Probabilistic Model for Diffeomorphic Registration"

50 / 101 papers shown

Title
VPREG: An Optimal Control Formulation for Diffeomorphic Image Registration Based on the Variational Principle Grid Generation Method Zicong Zhou Baihan Zhao Andreas Mang G. Liao 32 0 0 15 Oct 2025
Deformable Image Registration for Self-supervised Cardiac Phase Detection in Multi-View Multi-Disease Cardiac Magnetic Resonance Images Sven Koehler Sarah Kaye Mueller Jonathan Kiekenap G. Greil T. Hussain S. Sarikouch F. André Norbert Frey Sandy Engelhardt 40 0 0 07 Oct 2025
CardioMorphNet: Cardiac Motion Prediction Using a Shape-Guided Bayesian Recurrent Deep Network Reza Akbari Movahed Abuzar Rezaee A. Zakeri Colin Berry Edmond S. L. Ho Ali Gooya 3DPC MedIm 78 0 0 28 Aug 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 148 0 0 22 Jul 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 226 0 0 12 Jun 2025
MultiMorph: On-demand Atlas ConstructionComputer Vision and Pattern Recognition (CVPR), 2025 S. M. Abulnaga Andrew Hoopes Neel Dey Malte Hoffmann Marianne Rakic B. Fischl John Guttag Adrian V. Dalca 176 3 0 31 Mar 2025
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review Anna Reithmeir Veronika Spieker Vasiliki Sideri-Lampretsa Daniel Rueckert Julia A. Schnabel Veronika A. Zimmer MedIm 146 4 0 20 Dec 2024
Online learning in motion modeling for intra-interventional image sequencesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 N. Gunnarsson Jens Sjölund Peter Kimstrand Thomas B. Schon 76 0 0 15 Oct 2024
Hierarchical Uncertainty Estimation for Learning-based Registration in NeuroimagingInternational Conference on Learning Representations (ICLR), 2024 Xiaoling Hu Karthik Gopinath Peirong Liu Malte Hoffmann Koen van Leemput Oula Puonti J. Iglesias OOD UQCV 225 5 0 11 Oct 2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration Leonard Siegert Paul Fischer Mattias P. Heinrich Christian F. Baumgartner 192 1 0 15 Jul 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration Mingyuan Meng Da-wei Feng Lei Bi Jinman Kim ViT MedIm 268 40 0 31 May 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 317 0 0 22 May 2024
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration Karthik Gopinath Xiaoling Hu Malte Hoffmann Oula Puonti Juan Eugenio Iglesias 212 10 0 25 Apr 2024
FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Matching Rohit Jena Pratik Chaudhari James C. Gee 274 2 0 01 Apr 2024
Decoder-Only Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2024 Xi Jia Wenqi Lu Xinxing Cheng Yanfu Zhang MedIm 3DV 143 5 0 05 Feb 2024
CLAIRE: Scalable GPU-Accelerated Algorithms for Diffeomorphic Image Registration in 3D Andreas Mang 89 2 0 30 Jan 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 368 5 0 20 Dec 2023
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural NetworksIEEE Transactions on Medical Imaging (TMI), 2023 C. Galazis Samuel Shepperd Emma Brouwer Sandro Queirós E. Alskaf M. Anjari A. Chiribiri Jack Lee Anil A. Bharath Marta Varela 112 0 0 14 Dec 2023
JOSA: Joint surface-based registration and atlas construction of brain geometry and function Jian Li Greta Tuckute Evelina Fedorenko B. Edlow Adrian V. Dalca B. Fischl 113 3 0 22 Oct 2023
Continuous 3D Myocardial Motion Tracking via EchocardiographyIEEE Transactions on Medical Imaging (TMI), 2023 Chengkang Shen Hao Zhu You Zhou Yu Liu Si Yi ... Weipeng Zhao David J. Brady Xun Cao Zhan Ma Yi Lin 104 4 0 04 Oct 2023
AutoFuse: Automatic Fusion Networks for Deformable Medical Image RegistrationPattern Recognition (Pattern Recogn.), 2023 Mingyuan Meng M. Fulham Da-wei Feng Lei Bi Jinman Kim MedIm 182 14 0 11 Sep 2023
CartiMorph: a framework for automated knee articular cartilage morphometrics Yongcheng Yao Jun-Wu Zhong Jun Liu Sheheryar Khan Weitian Chen 131 10 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 347 85 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 117 4 0 23 Jul 2023
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration Valentin Comte Mireia Alenyá A. Urru Judith Recober A. Nakaki ... E. Eixarch F. Crispi Gemma Piella M. Ceresa M. A. G. Ballester 83 1 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 111 8 0 02 Jul 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface ReconstructionInternational Conference on Learning Representations (ICLR), 2023 Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie OT 3DV 282 7 0 27 May 2023
RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural RepresentationsSIAM Journal of Imaging Sciences (JSIS), 2023 Sven Dummer N. Strisciuglio Christoph Brune MedIm 212 6 0 22 May 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints Alan Q. Wang Evan M. Yu Adrian Dalca M. Sabuncu 145 35 0 19 Apr 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registrationMachine Learning for Biomedical Imaging (MLBI), 2023 Joel Honkamaa P. Marttinen MedIm 246 6 0 17 Mar 2023
Joint cortical registration of geometry and function using semi-supervised learningInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 Jian Li Greta Tuckute Evelina Fedorenko B. Edlow B. Fischl Adrian V. Dalca 152 3 0 02 Mar 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian Dalca MedIm 272 25 0 26 Jan 2023
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 144 7 0 24 Nov 2022
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers Zihao Wang Yingyu Yang Maxime Sermesant H. Delingette ViT MedIm 254 8 0 21 Nov 2022
Automatic classification of deformable shapes Hossein Dabirian Radmir Sultamuratov James Herring Carlos El Tallawi W. Zoghbi Andreas Mang R. Azencott 117 1 0 04 Nov 2022
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Rebeca Vétil Clément Abi-Nader Alexandre Bône M. Vullierme Marc-Michel Rohé Pietro Gori Isabelle Bloch 87 2 0 21 Oct 2022
Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field A. Sheikhjafari Deepa Krishnaswamy M. Noga Nilanjan Ray K. Punithakumar MedIm 63 4 0 28 Aug 2022
Medical image registration using unsupervised deep neural network: A scoping literature reviewBiomedical Signal Processing and Control (BSPC), 2022 S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 141 41 0 03 Aug 2022
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRIIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Qingjie Meng C. Qin Wenjia Bai Tianrui Liu A. de Marvao D. O’Regan Daniel Rueckert 198 28 0 29 Jul 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang Chong Chen Wenjia Bai Daniel Rueckert MedIm 124 26 0 08 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 116 9 0 06 Jun 2022
Generative Aging of Brain Images with Diffeomorphic RegistrationHuman Brain Mapping (HBM), 2022 Jingru Fu A. Tzortzakakis J. Barroso E. Westman D. Ferreira R. Moreno MedIm 119 9 0 31 May 2022
Privacy Preserving Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Riccardo Taiello Melek Önen Francesco Capano O. Humbert Marco Lorenzi MedIm 224 22 0 17 May 2022
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian Dalca 200 48 0 30 Mar 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic FlowComputer Vision and Pattern Recognition (CVPR), 2022 Shanlin Sun Kun Han Deying Kong Hao Tang Xiangyi Yan Xiaohui Xie MedIm AI4CE 222 49 0 16 Mar 2022
A training-free recursive multiresolution framework for diffeomorphic deformable image registration A. Sheikhjafari M. Noga K. Punithakumar Nilanjan Ray MedIm 84 3 0 01 Feb 2022
LDDMM meets GANs: Generative Adversarial Networks for diffeomorphic registration Ubaldo Ramon Monica Hernandez Elvira Mayordomo GAN 141 5 0 24 Nov 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network Théo Estienne Maria Vakalopoulou Enzo Battistella T. Henry Marvin Lerousseau A. Leroy Nikos Paragios Eric Deutsch 167 6 0 23 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 610 438 0 19 Nov 2021
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 M. Nakao M. Nakamura T. Matsuda 3DH MedIm 186 24 0 31 Oct 2021