An Unsupervised Learning Model for Deformable Medical Image Registration

7 February 2018

Papers citing "An Unsupervised Learning Model for Deformable Medical Image Registration"

50 / 88 papers shown

Title
FF-PNet: A Pyramid Network Based on Feature and Field for Brain Image Registration Ying Zhang Shuai Guo Chenxi Sun Yuchen Zhu Jinhai Xiang MedIm 49 0 0 08 May 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 70 2 0 07 Feb 2025
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images Chen Liu Danqi Liao Alejandro Parada-Mayorga Alejandro Ribeiro Marcello DiStasio Smita Krishnaswamy 58 4 0 04 Oct 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 53 1 0 07 Aug 2024
Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis Ben Cao Tiantian He Rachid Jennane Yuhua Ru Qiang Zhang Mohamed Jarraya MedIm 48 1 0 01 Aug 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 57 0 0 29 May 2024
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations Ruizhe Li Grazziela Figueredo Dorothee Auer Christian Wagner Xin Chen MedIm 26 1 0 16 May 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 76 1 0 08 Apr 2024
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks Jiong Wu Shuang Zhou Li Lin Xin Eric Wang Wenxue Tan MedIm 48 1 0 05 Apr 2024
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering Vivek Gopalakrishnan Neel Dey Polina Golland MedIm 31 11 0 11 Dec 2023
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data Yao Su Zhentian Qian Lei Ma Lifang He Xiangnan Kong 29 2 0 27 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 34 5 0 06 Jul 2023
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration Haoran Dou N. Bi Luyi Han Yuhao Huang R. Mann Xin Yang Dong Ni Nishant Ravikumar Alejandro F. Frangi Yunzhi Huang MedIm 14 7 0 26 Jun 2023
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion Risheng Liu Zhu Liu Jinyuan Liu Xin-Yue Fan Zhongxuan Luo 45 37 0 25 May 2023
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods Astrid Berg E. Vandersmissen M. Wimmer David Major Theresa Neubauer Dimitrios Lenis J. Cant A. Snoeckx Katja Bühler 31 2 0 23 Jan 2023
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data Yao Su Zhentian Qian Lifang He Xiangnan Kong 21 3 0 06 Dec 2022
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration Yao Su Xin Dai Lifang He Xiangnan Kong MedIm 13 4 0 06 Dec 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
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz Ilker Hacihaliloglu Dorit Merhof DiffM MedIm 54 359 0 14 Nov 2022
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration Ziyi He Albert C. S. Chung 26 1 0 10 Nov 2022
Direct deduction of chemical class from NMR spectra Stefan Kuhn C. Cobas Agustín Barba Simon Colreavy-Donnelly Fabio Caraffini R. Borges 11 6 0 06 Nov 2022
Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimations Sven Koehler T. Hussain H. Hussain Daniel Young S. Sarikouch T. Pickardt G. Greil Sandy Engelhardt 24 4 0 13 Sep 2022
Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging Jiazhen Pan Daniel Rueckert Thomas Kustner Kerstin Hammernik 21 14 0 08 Sep 2022
Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field A. Sheikhjafari Deepa Krishnaswamy M. Noga Nilanjan Ray K. Punithakumar MedIm 29 4 0 28 Aug 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
Diffusion Deformable Model for 4D Temporal Medical Image Generation Boah Kim Jong Chul Ye DiffM MedIm 36 78 0 27 Jun 2022
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention Jiacheng Shi Yuting He Youyong Kong J. Coatrieux H. Shu Guanyu Yang Shuo Li MedIm 30 82 0 15 Jun 2022
Transformer Lesion Tracker Wen Tang Han Kang Haoyue Zhang Pengxin Yu C. Arnold Rongguo Zhang MedIm 32 6 0 13 Jun 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang Chong Chen Wenjia Bai Daniel Rueckert MedIm 30 19 0 08 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention Jian-Qing Zheng Ziyang Wang Baoru Huang N. Lim T. Vincent B. Papież MedIm 59 9 0 04 Jun 2022
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration Di Wang Jinyuan Liu Xin-Yue Fan Risheng Liu 61 172 0 24 May 2022
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration Sean I. Young Yael Balbastre Adrian Dalca W. Wells Juan Eugenio Iglesias Bruce Fischl 29 8 0 15 May 2022
Symmetric Transformer-based Network for Unsupervised Image Registration Mingrui Ma Lei Song Yuanbo Xu Gui-Xian Liu ViT MedIm 27 36 0 28 Apr 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 24 21 0 25 Feb 2022
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 26 2 0 01 Feb 2022
A training-free recursive multiresolution framework for diffeomorphic deformable image registration A. Sheikhjafari M. Noga K. Punithakumar Nilanjan Ray MedIm 16 3 0 01 Feb 2022
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model Wenzheng Tao Riddhish Bhalodia Shireen Y. Elhabian FedML 33 3 0 10 Jan 2022
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration Ziwei Luo Jing Hu Xin Wang Shu Hu Bin Kong Youbing Yin Qi Song Xi Wu Siwei Lyu MedIm 27 12 0 14 Dec 2021
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 27 64 0 09 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 46 307 0 19 Nov 2021
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo Daniel Grzech Mohammad Farid Azampour Huaqi Qiu Ben Glocker Bernhard Kainz Loic Le Folgoc MedIm 19 2 0 25 Oct 2021
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation Nicolae-Cătălin Ristea A. Miron O. Savencu Mariana-Iuliana Georgescu N. Verga Fahad Shahbaz Khan Radu Tudor Ionescu ViT MedIm 43 20 0 12 Oct 2021
NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach Samah Khawaled Moti Freiman UQCV 39 8 0 15 Aug 2021
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration Yifan Wu Tom Z. Jiahao Jiancong Wang Paul Yushkevich M. Hsieh J. Gee MedIm 46 29 0 07 Aug 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 Raymond Kai-Yu Tong 32 16 0 06 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 23 574 0 27 May 2021
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration Junyu Chen Yufan He Eric C. Frey Ye Li Yong Du ViT MedIm 39 182 0 13 Apr 2021
Test-Time Training for Deformable Multi-Scale Image Registration Wentao Zhu Yufang Huang Daguang Xu Zhen Qian Wei Fan Xiaohui Xie 27 24 0 25 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 19 19 0 05 Mar 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 36 40 0 04 Mar 2021