Conditional Deformable Image Registration with Convolutional Neural Network

23 June 2021

Papers citing "Conditional Deformable Image Registration with Convolutional Neural Network"

49 / 49 papers shown

Title
Capturing Longitudinal Changes in Brain Morphology Using Temporally Parameterized Neural Displacement Fields Aisha L. Shuaibu Kieran A. Gibb Peter Wijeratne Ivor J. A. Simpson MedIm 32 0 0 13 Apr 2025
CoRLD: Contrastive Representation Learning Of Deformable Shapes In Images Tonmoy Hossain Miaomiao Zhang 47 0 0 21 Mar 2025
Evaluation of Alignment-Regularity Characteristics in Deformable Image Registration Vasiliki Sideri-Lampretsa Daniel Rueckert Huaqi Qiu 43 0 0 10 Mar 2025
UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration Runshi Zhang Hao Mo Junchen Wang Bimeng Jie Yang He Nenghao Jin Liang Zhu ViT MedIm 33 3 0 27 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 41 5 0 13 Oct 2024
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer Jue Jiang Chloe Choi M. Thor Joseph O. Deasy Harini Veeraraghavan 27 1 0 18 Sep 2024
Deep Learning in Medical Image Registration: Magic or Mirage? Rohit Jena Deeksha Sethi Pratik Chaudhari James C. Gee OOD 51 8 0 11 Aug 2024
Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans Bizhe Bai Yan-Jie Zhou Yujian Hu Tony C. W. Mok Yi-lang Xiang Le Lu Hongkun Zhang Minfeng Xu 48 0 0 16 Jul 2024
HyperSpace: Hypernetworks for spacing-adaptive image segmentation Samuel Joutard Maximilian Pietsch Raphael Prevost 47 3 0 04 Jul 2024
Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models Marek Wodzinski K. Kwarciak Mateusz Daniol D. Hemmerling DiffM MedIm 39 4 0 10 Jun 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 57 0 0 29 May 2024
Attention-aware non-rigid image registration for accelerated MR imaging Aya Ghoul Jiazhen Pan Andreas Lingg J. Kübler Patrick Krumm Kerstin Hammernik Daniel Rueckert S. Gatidis Thomas Kustner MedIm 44 7 0 26 Apr 2024
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image Registration Aisha L. Shuaibu Ivor J. A. Simpson 32 1 0 04 Mar 2024
Inference Stage Denoising for Undersampled MRI Reconstruction Yuyang Xue Chen Qin Sotirios A. Tsaftaris OOD 24 0 0 12 Feb 2024
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection Luyi Han Tao Tan Tianyu Zhang Yuan Gao Xin Eric Wang Valentina Longo Sofía Ventura-Díaz Anna D’Angelo Jonas Teuwen Ritse Mann 20 1 0 17 Jan 2024
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration Xiaoran Zhang J. Stendahl Lawrence H. Staib Albert J Sinusas Alex Wong James S. Duncan OOD 36 2 0 01 Dec 2023
Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks Anna Reithmeir Julia A. Schnabel V. Zimmer MedIm AI4CE 40 2 0 14 Nov 2023
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration Yang Liu Shi Gu MedIm 38 4 0 17 Oct 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 48 36 0 28 Jul 2023
Towards Saner Deep Image Registration Bin Duan Ming Zhong Yan Yan MedIm 24 2 0 19 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 12 7 0 26 Jun 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints Alan Q. Wang Evan M. Yu Adrian Dalca M. Sabuncu 28 21 0 19 Apr 2023
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization Yinsong Wang Huaqi Qiu C. Qin 38 7 0 19 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
Deformable Cross-Attention Transformer for Medical Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT OOD MedIm 40 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 41 4 0 10 Mar 2023
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration Ziyi He Albert C. S. Chung 24 1 0 10 Nov 2022
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients Tony C. W. Mok Albert C. S. Chung MedIm 27 8 0 20 Oct 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
Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts Alexander Bigalke Lasse Hansen M. Heinrich OOD 19 9 0 01 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 30 17 0 27 Jun 2022
Multi-scale Super-resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness Siyuan Dong G. Hangel W. Bogner G. Widhalm K. Rössler S. Trattnig Chenyu You Robin A. de Graaf J. Onofrey James Duncan 23 10 0 17 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 20 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 25 12 0 07 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
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian Dalca 32 39 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 61 0 29 Mar 2022
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation M. Heinrich Lasse Hansen 3DPC 32 17 0 28 Feb 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
Learning Perspective Deformation in X-Ray Transmission Imaging Yixing Huang Andreas Maier Fuxin Fan Björn Kreher Xiaolin Huang R. Fietkau Christoph Bert F. Putz MedIm 15 1 0 13 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 47 45 0 13 Dec 2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Alessa Hering Lasse Hansen Tony C. W. Mok Albert C. S. Chung H. Siebert ... K. Murphy Nikolas Lessmann Bram van Ginneken Adrian Dalca M. Heinrich 40 182 0 08 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 41 304 0 19 Nov 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 27 16 0 06 Jul 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 44 128 0 04 Jan 2021
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 203 0 20 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 309 10,391 0 12 Dec 2018
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016