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
Improving Generalization of Medical Image Registration Foundation Model Jing Hu Kaiwei Yu Hongjiang Xian Shu Hu Xin Wang MedIm 34 0 0 10 May 2025
Auto-regressive transformation for image alignment Kyoung Mu Lee Soochahn Lee Kyoung Mu Lee 48 0 0 08 May 2025
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo MedIm 30 0 0 05 May 2025
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
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration Valentin Boussot Cédric Hémon Jean-Claude Nunes Jason Downling Simon Rouzé Caroline Lafond Anaïs Barateau Jean-Louis Dillenseger 51 0 0 31 Mar 2025
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration Xinxing Cheng Tianyang Zhang Wenqi Lu Qingjie Meng Alejandro F. Frangi Jinming Duan 3DPC 45 0 0 25 Mar 2025
NimbleReg: A light-weight deep-learning framework for diffeomorphic image registration Antoine Legouhy Ross Callaghan Nolah Mazet Vivien Julienne H. Azadbakht Hui Zhang MedIm 3DH 62 0 0 10 Mar 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration Benjamin Billot Ramya Muthukrishnan Esra Abaci Turk Ellen Grant N. Ayache H. Delingette Polina Golland 3DPC 67 1 0 06 Mar 2025
Multi-Objective Deep-Learning-based Biomechanical Deformable Image Registration with MOREA G. Andreadis Eduard Ruiz Munné Thomas H. W. Bäck Peter A. N. Bosman Tanja Alderliesten MedIm AI4CE 30 0 0 27 Jan 2025
MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration Kaiang Wen Bin Xie Bin Duan Yan Yan Mamba 21 0 0 03 Nov 2024
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study Liang Qiu Liyue Shen Lianli Liu Junyan Liu Yizheng Chen Lei Xing 33 1 0 25 Oct 2024
Improving Instance Optimization in Deformable Image Registration with Gradient Projection Yuyao Zhang Yidong Zhao Qian Tao 26 0 0 21 Oct 2024
Stationary Velocity Fields on Matrix Groups for Deformable Image Registration Johannes Bostelmann Ole Gildemeister Jan Lellmann 19 0 0 14 Oct 2024
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging Xiaoling Hu Karthik Gopinath Peirong Liu Malte Hoffmann Koen van Leemput O. Puonti J. Iglesias OOD UQCV 43 0 0 11 Oct 2024
Deep Learning in Medical Image Registration: Magic or Mirage? Rohit Jena Deeksha Sethi Pratik Chaudhari James C. Gee OOD 43 8 0 11 Aug 2024
WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration Xinxing Cheng Xi Jia Wenqi Lu Qiufu Li Linlin Shen Alexander Krull Jinming Duan MedIm OOD 38 5 0 18 Jul 2024
Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss Jiahua Li James T. Grist Fergus V. Gleeson Bartłomiej W. Papież 34 0 0 21 Jun 2024
Recurrent Inference Machine for Medical Image Registration Yi Zhang Yidong Zhao Hui Xue Peter Kellman Stefan Klein Qian Tao OOD 29 0 0 19 Jun 2024
CPT-Interp: Continuous sPatial and Temporal Motion Modeling for 4D Medical Image Interpolation Xia Li Runzhao Yang Xiangtai Li A. Lomax Ye Zhang Joachim Buhmann MedIm 32 0 0 24 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 37 3 0 22 May 2024
One registration is worth two segmentations Shiqi Huang Tingfa Xu Ziyi Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 33 2 0 17 May 2024
Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learning Antoine Legouhy Ross Callaghan W. Stee Philippe Peigneux H. Azadbakht Hui Zhang MedIm 22 0 0 17 May 2024
Artificial intelligence for context-aware visual change detection in software test automation M. Moradi Ke Yan David Colwell Rhona Asgari 60 0 0 01 May 2024
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration Karthik Gopinath Xiaoling Hu Malte Hoffmann O. Puonti Juan Eugenio Iglesias 37 5 0 25 Apr 2024
ConKeD++ -- Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo 38 2 0 25 Apr 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
uniGradICON: A Foundation Model for Medical Image Registration Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Marc Niethammer MedIm 35 19 0 09 Mar 2024
Multi-Objective Learning for Deformable Image Registration Monika Grewal H. Westerveld Peter A. N. Bosman Tanja Alderliesten MedIm 32 2 0 23 Feb 2024
Decoder-Only Image Registration Xi Jia Wenqi Lu Xinxing Cheng Jinming Duan MedIm 3DV 34 0 0 05 Feb 2024
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo 20 4 0 11 Jan 2024
Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry Xinzhe Luo Xin Wang Linda Shapiro Chun Yuan Jianfeng Feng Xiahai Zhuang 34 0 0 04 Jan 2024
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI Benjamin Billot Neel Dey Daniel Moyer M. Hoffmann Esra Abaci Turk B. Gagoski Ellen Grant Polina Golland 3DPC 23 6 0 21 Dec 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu O. Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 42 7 0 28 Nov 2023
Unsupervised Multimodal Surface Registration with Geometric Deep Learning Mohamed A. Suliman Logan Z. J. Williams Abdulah Fawaz Emma C. Robinson 28 1 0 21 Nov 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 23 1 0 22 Oct 2023
Robust deformable image registration using cycle-consistent implicit representations Louis D. van Harten Jaap Stoker Ivana Išgum 60 12 0 03 Oct 2023
RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning Xin Wang Ziwei Luo Jing Hu Chengmin Feng Shu Hu Bin Zhu Xi Wu Hongtu Zhu Xin Li Siwei Lyu OffRL VLM 40 1 0 24 Sep 2023
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
High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network C. Galazis Anil Anthony Bharath Marta Varela 16 0 0 05 Sep 2023
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography M. Hasan Haobo Zhu Guang Yang Choon Hwai Yap 24 1 0 02 Sep 2023
On-the-Fly Guidance Training for Medical Image Registration Yuelin Xin Yicheng Chen Shengxiang Ji Kun Han Xiaohui Xie OOD 35 1 0 29 Aug 2023
Explainable unsupervised multi-modal image registration using deep networks Chengjia Wang G. Papanastasiou 20 0 0 03 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 45 36 0 28 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
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 28 5 0 06 Jul 2023
A denoised Mean Teacher for domain adaptive point cloud registration Alexander Bigalke M. Heinrich OOD 21 3 0 26 Jun 2023
Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial Pairs Catherine Ordun Edward Raff S. Purushotham 21 1 0 10 Jun 2023
A Two-Step Deep Learning Method for 3DCT-2DUS Kidney Registration During Breathing Y. Chi Yuyu Xu Huiying Liu Xiaoxiang Wu Zhiqiang Liu Jiawei Mao Guibin Xu Weimin Huang 3DPC 27 2 0 23 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