VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

Papers citing "VoxelMorph: A Learning Framework for Deformable Medical Image Registration"

50 / 538 papers shown

Title
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based Approaches Andjela Dimitrijevic V. Noblet B. Leener 25 0 0 28 Jun 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 23 0 0 19 Jun 2024
Deep-learning-based groupwise registration for motion correction of cardiac $T_1$ mapping Yi Zhang Yidong Zhao Lu Huang Liming Xia Qian Tao 24 1 0 18 Jun 2024
Encoding Matching Criteria for Cross-domain Deformable Image Registration Zhuoyuan Wang Haiqiao Wang Yi Wang MedIm 44 1 0 18 Jun 2024
Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation M. Tschuchnig Philipp Steininger M. Gadermayr 26 0 0 17 Jun 2024
A lightweight residual network for unsupervised deformable image registration Ahsan Raza Siyal A. E. Grams Markus Haltmeier ViT MedIm 26 0 0 14 Jun 2024
Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation Yumin Zhang Hongliu Li Yajun Gao Haoran Duan Yawen Huang Yefeng Zheng 24 5 0 07 Jun 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration Mingyuan Meng Da-wei Feng Lei Bi Jinman Kim ViT MedIm 30 16 0 31 May 2024
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration Mingrui Ma Yu Yang LM&MA 32 2 0 29 May 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 49 0 0 29 May 2024
CARL: A Framework for Equivariant Image Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt R. Estépar Marc Niethammer 3DPC MedIm 35 0 0 27 May 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 29 3 0 22 May 2024
Adaptive local boundary conditions to improve Deformable Image Registration Eloïse Inacio L. Lafitte Laurent Facq C. Poignard B. D. D. Senneville OOD AI4CE 16 0 0 21 May 2024
GuidedRec: Guiding Ill-Posed Unsupervised Volumetric Recovery A. Cafaro A. Leroy Guillaume Beldjoudi Pauline Maury Charlotte Robert Eric Deutsch Vincent Grégoire Vincent Lepetit Nikos Paragios 16 0 0 20 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
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 14 1 0 16 May 2024
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration Y. Lei L. Matkovic J. Roper Tonghe Wang Jun Zhou B. Ghavidel Mark McDonald Pretesh Patel Xiaofeng Yang MedIm 37 0 0 04 May 2024
Continuous sPatial-Temporal Deformable Image Registration (CPT-DIR) for motion modelling in radiotherapy: beyond classic voxel-based methods Xia Li Muheng Li A. Lomax Joachim Buhmann Ye Zhang MedIm 29 2 0 01 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 41 7 0 26 Apr 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 30 2 0 25 Apr 2024
RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge Marek Wodzinski Niccolo Marini M. Atzori Henning Muller 41 5 0 19 Apr 2024
VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module Ziyang Wang Jian-Qing Zheng Chao Ma Tao Guo Mamba 45 3 0 07 Apr 2024
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images JungEun Kim Hangyul Yoon Geondo Park Kyungsu Kim Eunho Yang 27 4 0 01 Apr 2024
FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Matching Rohit Jena Pratik Chaudhari James C. Gee 47 2 0 01 Apr 2024
Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma Baris Imre Elina Thibeau-Sutre Jorieke Reimer Kuan Kho J. Wolterink 16 0 0 28 Mar 2024
Transformers-based architectures for stroke segmentation: A review Yalda Zafari-Ghadim Essam A. Rashed M. Mabrok MedIm 20 1 0 27 Mar 2024
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields Rüveyda Yilmaz Dennis Eschweiler Johannes Stegmaier VGen MedIm DiffM 36 5 0 26 Mar 2024
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases Sophie Starck Vasiliki Sideri-Lampretsa Bernhard Kainz M. Menten Tamara T. Mueller Daniel Rueckert MedIm 35 2 0 25 Mar 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 45 3 0 25 Mar 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration Hai-qun Wang Zhuoyuan Wang Dong Ni Yi Wang ViT MedIm 34 5 0 25 Mar 2024
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration Abu Zahid Bin Aziz Mokshagna Sai Teja Karanam Tushar Kataria Shireen Elhabian ViT MedIm 29 1 0 16 Mar 2024
Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective Yu Cai Hao Chen Kwang-Ting Cheng MedIm 16 9 0 14 Mar 2024
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning Xilin Yang Bijie Bai Yijie Zhang Musa Aydin Şahan Yoruç Selçuk ... Gregory A. Fishbein Karine Atlan W. D. Wallace N. Pillar Aydogan Ozcan 63 7 0 14 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
From Registration Uncertainty to Segmentation Uncertainty Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian A. Carass Yong Du UQCV 26 2 0 08 Mar 2024
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image Registration Aisha L. Shuaibu Ivor J. A. Simpson 27 1 0 04 Mar 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration Tony C. W. Mok Zi Li Yunhao Bai Jianpeng Zhang Wei Liu ... D. Jin Yu Shi Xiaoli Yin Le Lu Ling Zhang 43 7 0 29 Feb 2024
GDCNet: Calibrationless geometric distortion correction of echo planar imaging data using deep learning M. Jimeno K. Bachi George Gardner Yasmin L. Hurd J. Vaughan S. Geethanath 21 0 0 29 Feb 2024
General Purpose Image Encoder DINOv2 for Medical Image Registration Xin Song Xuanang Xu Pingkun Yan MedIm 38 5 0 24 Feb 2024
Multi-Objective Learning for Deformable Image Registration Monika Grewal H. Westerveld Peter A. N. Bosman T. Alderliesten MedIm 22 2 0 23 Feb 2024
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision Hannah G. Mason Jack H. Noble 20 1 0 16 Feb 2024
DeepATLAS: One-Shot Localization for Biomedical Data Peter D. Chang 25 0 0 14 Feb 2024
Registration of Longitudinal Spine CTs for Monitoring Lesion Growth Malika Sanhinova Nazim Haouchine Steven D. Pieper William M. Wells T. A. Balboni ... Sarah Caplan Patrick Doyle Heejoo Kang David B. Hackney R. Alkalay 14 1 0 14 Feb 2024
Pyramid Attention Network for Medical Image Registration Zhuoyuan Wang Hai-qun Wang Yi Wang ViT MedIm 21 2 0 14 Feb 2024
Neural Graphics Primitives-based Deformable Image Registration for On-the-fly Motion Extraction Xia Li Fabian Zhang Muheng Li D. Weber A. Lomax Joachim Buhmann Ye Zhang 3DH 11 0 0 08 Feb 2024
Decoder-Only Image Registration Xi Jia Wenqi Lu Xinxing Cheng Jinming Duan MedIm 3DV 29 0 0 05 Feb 2024
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? Zhangxing Bian A. Alshareef Shuwen Wei Junyu Chen Yuli Wang Jonghye Woo D. L. Pham Jiachen Zhuo A. Carass Jerry L. Prince MedIm 23 2 0 31 Jan 2024