A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

17 September 2018

Ivana Isgum

Papers citing "A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration"

50 / 186 papers shown

Title
Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer Yuzhen Ding H. Feng Yunze Yang J. Holmes Zheng-Ning Liu ... N. Yu Terence T. Sio S. Schild Baoxin Li Wei Liu MedIm 11 25 0 21 Apr 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
Multimodal and multicontrast image fusion via deep generative models Giovanna Maria Dimitri Simeon E. Spasov A. Duggento L. Passamonti Pietro Lio' N. Toschi MedIm 13 27 0 28 Mar 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration Joel Honkamaa P. Marttinen MedIm 27 2 0 17 Mar 2023
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation Jing Zou Noémie Debroux Lihao Liu Jing Qin Carola-Bibiane Schönlieb Angelica I Aviles-Rivero MedIm 21 2 0 14 Mar 2023
Joint cortical registration of geometry and function using semi-supervised learning Jian Li Greta Tuckute Evelina Fedorenko B. Edlow B. Fischl Adrian V. Dalca 13 2 0 02 Mar 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian V. Dalca MedIm 49 15 0 26 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 41 161 0 09 Jan 2023
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration Yao Su Xin Dai Lifang He Xiangnan Kong MedIm 11 4 0 06 Dec 2022
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 20 28 0 29 Nov 2022
Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients Ramy A. Zeineldin Mohamed E. Karar Franziska Mathis-Ullrich Oliver Burgert 28 4 0 20 Nov 2022
Meta-Learning Initializations for Interactive Medical Image Registration Zachary Michael Cieman Baum Yipeng Hu D. Barratt 23 13 0 27 Oct 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
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
Multi-Modality Cardiac Image Computing: A Survey Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang Vicente Grau 39 31 0 26 Aug 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 23 8 0 26 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
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI Qingjie Meng C. Qin Wenjia Bai Tianrui Liu A. de Marvao D. O’Regan Daniel Rueckert 33 21 0 29 Jul 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 27 23 0 07 Jul 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
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 22 82 0 15 Jun 2022
$$\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 13 29 0 13 Jun 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang Cheng Chen Wenjia Bai Daniel Rueckert MedIm 27 19 0 08 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement Xin Wang Xinzhe Luo Xiahai Zhuang FedML 24 4 0 06 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention Jian-Qing Zheng Ziyang Wang Baoru Huang N. Lim T. Vincent B. Papież MedIm 45 9 0 04 Jun 2022
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine Bailiang Jian Mohammad Farid Azampour F. Benetti Johannes Oberreuter Christina Bukas ... Anna-Sophia Dietrich Jon F Rischewski Jan S. Kirschke Nassir Navab T. Wendler 26 7 0 16 May 2022
AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI Wen Shi Hao Xu Cong Sun Jiwei Sun Yamin Li Xinyi Xu Tian-hui Zheng Yi Zhang Guan Wang Dan Wu MedIm 26 12 0 12 May 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
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer Tony C. W. Mok Albert C. S. Chung ViT MedIm 34 62 0 29 Mar 2022
A Deep-Discrete Learning Framework for Spherical Surface Registration Mohamed A. Suliman Logan Z. J. Williams Abdulah Fawaz E. C. Robinson 13 9 0 24 Mar 2022
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation Lihao Liu Zhening Huang Pietro Lio' Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 24 16 0 10 Mar 2022
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent S. Chatterjee Himanshi Bajaj Istiyak H. Siddiquee N. Subbarayappa Steve Simon S. Shashidhar Oliver Speck A. Nürnberger 34 4 0 08 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 13 0 0 08 Mar 2022
Residual Aligner Network Jian-Qing Zheng Ziyang Wang Baoru Huang Ngee Han Lim Bartłomiej W. Papież MedIm 32 11 0 07 Mar 2022
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis Chengjia Wang Guang Yang G. Papanastasiou 23 5 0 07 Mar 2022
Coordinate Translator for Learning Deformable Medical Image Registration Yihao Liu Lianrui Zuo Shuo Han Yuan Xue Jerry L. Prince A. Carass MedIm 24 38 0 05 Mar 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 25 6 0 02 Mar 2022
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation M. Heinrich Lasse Hansen 3DPC 29 16 0 28 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 11 3 0 14 Feb 2022
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs Jue Jiang Harini Veeraraghavan 17 18 0 26 Jan 2022
Machine Learning-Based Disease Diagnosis:A Bibliometric Analysis M. Ahsan Zahed Siddique 26 4 0 08 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 16 12 0 14 Dec 2021
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 24 63 0 09 Dec 2021
Embedding Gradient-based Optimization in Image Registration Networks Huaqi Qiu Kerstin Hammernik C. Qin Cheng Chen Daniel Rueckert 32 10 0 07 Dec 2021
Regularized directional representations for medical image registration V. Jaouen Pierre-Henri Conze G. Dardenne J. Bert D. Visvikis 16 3 0 30 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 21 5 0 23 Nov 2021
Deformable image registration with deep network priors: a study on longitudinal PET images Constance Fourcade L. Ferrer Noémie Moreau Gianmarco Santini Aislinn Brennan ... M. Colombié P. Jézéquel Mario Campone M. Rubeaux Diana Mateus MedIm 16 4 0 22 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 39 302 0 19 Nov 2021
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration M. Nakao M. Nakamura T. Matsuda 3DH MedIm 14 17 0 31 Oct 2021