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2112.04489
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Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
8 December 2021
Alessa Hering
Lasse Hansen
Tony C. W. Mok
Albert C. S. Chung
H. Siebert
Stephanie Häger
Annkristin Lange
Sven Kuckertz
Stefan Heldmann
Wei Shao
Sulaiman Vesal
M. Rusu
G. Sonn
Théo Estienne
Maria Vakalopoulou
Luyi Han
Yunzhi Huang
Pew-Thian Yap
Mikael Brudfors
Yael Balbastre
Samuel Joutard
Marc Modat
Gal Lifshitz
D. Raviv
Jinxin Lv
Qiang Li
V. Jaouen
D. Visvikis
Constance Fourcade
M. Rubeaux
Wen-Qian Pan
Zhe Xu
Bailiang Jian
F. Benetti
Marek Wodzinski
N. Gunnarsson
Jens Sjölund
Daniel Grzech
Huaqi Qiu
Zeju Li
Alexander Thorley
Jinming Duan
Christoph Grossbrohmer
Andrew Hoopes
Ingerid Reinertsen
Yiming Xiao
Bennett Landman
Yuankai Huo
K. Murphy
Nikolas Lessmann
Bram van Ginneken
Adrian V. Dalca
M. Heinrich
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Papers citing
"Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning"
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Title
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31 Mar 2025
OncoReg: Medical Image Registration for Oncological Challenges
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Yannic Elser
Lennart Berkel
Xinrui Song
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Lasse Hansen
Alessa Hering
Malte M. Sieren
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Evaluation of Alignment-Regularity Characteristics in Deformable Image Registration
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Semantic-ICP: Iterative Closest Point for Non-rigid Multi-Organ Point Cloud Registration
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A Symmetric Dynamic Learning Framework for Diffeomorphic Medical Image Registration
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NCA-Morph: Medical Image Registration with Neural Cellular Automata
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UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration
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Hao Mo
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Liyue Shen
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Improving Instance Optimization in Deformable Image Registration with Gradient Projection
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Automatic Registration of SHG and H&E Images with Feature-based Initial Alignment and Intensity-based Instance Optimization: Contribution to the COMULIS Challenge
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Henning Muller
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Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics
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Large Language Models for Multimodal Deformable Image Registration
Mingrui Ma
Weijie Wang
Jie Ning
Jianfeng He
N. Sebe
Bruno Lepri
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Deep Learning in Medical Image Registration: Magic or Mirage?
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Deeksha Sethi
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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
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Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration
Bailiang Jian
Jiazhen Pan
Morteza Ghahremani
Daniel Rueckert
Christian Wachinger
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Mamba
43
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Vector Field Attention for Deformable Image Registration
Yihao Liu
Junyu Chen
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A. Carass
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Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis
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Yuanhan Mo
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Fuping Wu
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Tonia Vincent
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Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration
Anna Reithmeir
Lina Felsner
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Julia A. Schnabel
Veronika A. Zimmer
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05 Jul 2024
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
Bomin Wang
Xinzhe Luo
Xiahai Zhuang
CLL
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Encoding Matching Criteria for Cross-domain Deformable Image Registration
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Haiqiao Wang
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Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration
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Lei Bi
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MedIm
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LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration
Mingrui Ma
Yu Yang
LM&MA
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CARL: A Framework for Equivariant Image Registration
Hastings Greer
Lin Tian
François-Xavier Vialard
Roland Kwitt
R. Estépar
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Advancements in Feature Extraction Recognition of Medical Imaging Systems Through Deep Learning Technique
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Dan Sun
Erdi Gao
Yuhan Ma
Yaxin Liang
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RetinaRegNet: A Versatile Approach for Retinal Image Registration
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Muhammad Imran
Qingyue Wei
Preethika Muralidharan
Michelle R. Tamplin
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Randy H. Kardon
Jui-Kai Wang
Yuyin Zhou
Wei Shao
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RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge
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Niccolo Marini
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Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images
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FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Matching
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CT respiratory motion synthesis using joint supervised and adversarial learning
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Medical Image Registration and Its Application in Retinal Images: A Review
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Yan Hu
Mingdao Gong
Jiang-Dong Liu
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EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
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uniGradICON: A Foundation Model for Medical Image Registration
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MedIm
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Hybrid Quantum-inspired Resnet and Densenet for Pattern Recognition with Completeness Analysis
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Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
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Le Lu
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General Purpose Image Encoder DINOv2 for Medical Image Registration
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Pyramid Attention Network for Medical Image Registration
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Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry
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Xin Wang
Linda Shapiro
Chun Yuan
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Adaptive Correspondence Scoring for Unsupervised Medical Image Registration
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J. Stendahl
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Full-resolution MLPs Empower Medical Dense Prediction
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Spatially Covariant Image Registration with Text Prompts
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SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation
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SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation
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