{"total":125,"rows":[{"id":"2403.05780","title":"uniGradICON: A Foundation Model for Medical Image Registration","created":"2024-03-09","cited_by_count":58,"area":null},{"id":"2307.15615","title":"A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond","created":"2023-07-28","cited_by_count":55,"area":null},{"id":"2406.00123","title":"Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration","created":"2024-05-31","cited_by_count":38,"area":null},{"id":"2112.06979","title":"The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients","created":"2021-12-13","cited_by_count":32,"area":null},{"id":"2411.02372","title":"Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis","created":"2024-11-04","cited_by_count":29,"area":null},{"id":"2211.16342","title":"Fourier-Net: Fast Image Registration with Band-limited Deformation","created":"2022-11-29","cited_by_count":22,"area":null},{"id":"2408.05839","title":"Deep Learning in Medical Image Registration: Magic or Mirage?","created":"2024-08-11","cited_by_count":21,"area":null},{"id":"2203.03626","title":"Coordinate Translator for Learning Deformable Medical Image Registration","created":"2022-03-05","cited_by_count":20,"area":null},{"id":"2203.00046","title":"Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation","created":"2022-02-28","cited_by_count":19,"area":null},{"id":"2206.03111","title":"Medical Image Registration via Neural Fields","created":"2022-06-07","cited_by_count":19,"area":null},{"id":"2311.15607","title":"Spatially Covariant Image Registration with Text Prompts","created":"2023-11-27","cited_by_count":18,"area":null},{"id":"2402.18933","title":"Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration","created":"2024-02-29","cited_by_count":17,"area":null},{"id":"2404.01464","title":"Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images","created":"2024-04-01","cited_by_count":16,"area":null},{"id":"2206.03900","title":"Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans","created":"2022-06-08","cited_by_count":15,"area":null},{"id":"2509.06830","title":"Curia: A Multi-Modal Foundation Model for Radiology","created":"2025-09-08","cited_by_count":15,"area":null},{"id":"2307.09727","title":"SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid","created":"2023-07-19","cited_by_count":14,"area":null},{"id":"2310.01934","title":"Robust deformable image registration using cycle-consistent implicit representations","created":"2023-10-03","cited_by_count":13,"area":null},{"id":"2505.24160","title":"Beyond the LUMIR challenge: The pathway to foundational registration models","created":"2025-05-30","cited_by_count":12,"area":null},{"id":"2204.13656","title":"Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation","created":"2022-04-28","cited_by_count":11,"area":null},{"id":"2402.15687","title":"General Purpose Image Encoder DINOv2 for Medical Image Registration","created":"2024-02-24","cited_by_count":11,"area":null},{"id":"2211.01631","title":"$\\mathcal{X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing","created":"2022-11-03","cited_by_count":10,"area":null},{"id":"2307.09931","title":"DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration","created":"2023-07-19","cited_by_count":10,"area":null},{"id":"2407.10209","title":"Vector Field Attention for Deformable Image Registration","created":"2024-07-14","cited_by_count":10,"area":null},{"id":"2206.13434","title":"ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration","created":"2022-06-27","cited_by_count":9,"area":null},{"id":"2303.06179","title":"Deformable Cross-Attention Transformer for Medical Image Registration","created":"2023-03-10","cited_by_count":9,"area":null},{"id":"2311.14986","title":"SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation","created":"2023-11-25","cited_by_count":9,"area":null},{"id":"2312.00837","title":"Adaptive Correspondence Scoring for Unsupervised Medical Image Registration","created":"2023-12-01","cited_by_count":9,"area":null},{"id":"2407.19274","title":"Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration","created":"2024-07-27","cited_by_count":9,"area":"ssm"},{"id":"2207.03180","title":"Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration","created":"2022-07-07","cited_by_count":8,"area":null},{"id":"2303.10211","title":"SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration","created":"2023-03-17","cited_by_count":7,"area":null},{"id":"2306.16997","title":"Unsupervised 3D registration through optimization-guided cyclical self-training","created":"2023-06-29","cited_by_count":7,"area":null},{"id":"2309.02875","title":"MAD: Modality Agnostic Distance Measure for Image Registration","created":"2023-09-06","cited_by_count":7,"area":null},{"id":"2404.13108","title":"RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge","created":"2024-04-19","cited_by_count":7,"area":null},{"id":"2406.18549","title":"Advancements in Feature Extraction Recognition of Medical Imaging Systems Through Deep Learning Technique","created":"2024-05-23","cited_by_count":7,"area":null},{"id":"2407.07295","title":"Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis","created":"2024-07-10","cited_by_count":7,"area":"diffusion"},{"id":"2301.13743","title":"Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion","created":"2023-01-31","cited_by_count":6,"area":null},{"id":"2311.16707","title":"Full-resolution MLPs Empower Medical Dense Prediction","created":"2023-11-28","cited_by_count":6,"area":null},{"id":"2505.06527","title":"Improving Generalization of Medical Image Registration Foundation Model","created":"2025-05-10","cited_by_count":6,"area":null},{"id":"2508.14809","title":"DINOv3 with Test-Time Training for Medical Image Registration","created":"2025-08-20","cited_by_count":6,"area":null},{"id":"2208.12491","title":"Deformation equivariant cross-modality image synthesis with paired non-aligned training data","created":"2022-08-26","cited_by_count":5,"area":null},{"id":"2211.07386","title":"Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge","created":"2022-11-14","cited_by_count":5,"area":null},{"id":"2406.07361","title":"Deep Implicit Optimization enables Robust Learnable Features for Deformable Image Registration","created":"2024-06-11","cited_by_count":5,"area":null},{"id":"2503.24121","title":"IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration","created":"2025-03-31","cited_by_count":5,"area":null},{"id":"2208.03232","title":"Driving Points Prediction For Abdominal Probabilistic Registration","created":"2022-08-05","cited_by_count":4,"area":null},{"id":"2211.15717","title":"Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation","created":"2022-11-28","cited_by_count":4,"area":null},{"id":"2307.02997","title":"Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration","created":"2023-07-06","cited_by_count":4,"area":null},{"id":"2307.14523","title":"Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning","created":"2023-07-26","cited_by_count":4,"area":null},{"id":"2311.08239","title":"Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks","created":"2023-11-14","cited_by_count":4,"area":null},{"id":"2410.20348","title":"UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration","created":"2024-10-27","cited_by_count":4,"area":null},{"id":"2410.22265","title":"NCA-Morph: Medical Image Registration with Neural Cellular Automata","created":"2024-10-29","cited_by_count":4,"area":null},{"id":"2512.01913","title":"Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies","created":"2025-12-01","cited_by_count":4,"area":null},{"id":"2206.02377","title":"BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement","created":"2022-06-06","cited_by_count":3,"area":null},{"id":"2303.06168","title":"Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration","created":"2023-03-10","cited_by_count":3,"area":null},{"id":"2303.13111","title":"Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation","created":"2023-03-23","cited_by_count":3,"area":null},{"id":"2307.09696","title":"Towards Saner Deep Image Registration","created":"2023-07-19","cited_by_count":3,"area":null},{"id":"2403.11026","title":"EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration","created":"2024-03-16","cited_by_count":3,"area":null},{"id":"2403.16502","title":"Medical Image Registration and Its Application in Retinal Images: A Review","created":"2024-03-25","cited_by_count":3,"area":null},{"id":"2408.10703","title":"Large Language Models for Multimodal Deformable Image Registration","created":"2024-08-20","cited_by_count":3,"area":null},{"id":"2508.09649","title":"The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge","created":"2025-08-13","cited_by_count":3,"area":null},{"id":"2509.00451","title":"Encoder-Only Image Registration","created":"2025-08-30","cited_by_count":3,"area":null},{"id":"2601.08875","title":"Learning Domain-Invariant Representations for Cross-Domain Image Registration via Scene-Appearance Disentanglement","created":"2026-01-12","cited_by_count":3,"area":null},{"id":"2603.02790","title":"Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language","created":"2026-03-03","cited_by_count":3,"area":null},{"id":"2301.07234","title":"DRIMET: Deep Registration for 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue","created":"2023-01-18","cited_by_count":2,"area":null},{"id":"2405.18774","title":"LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration","created":"2024-05-29","cited_by_count":2,"area":null},{"id":"2406.17575","title":"Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning","created":"2024-06-25","cited_by_count":2,"area":null},{"id":"2410.19283","title":"ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study","created":"2024-10-25","cited_by_count":2,"area":null},{"id":"2507.00582","title":"Bridging Classical and Learning-based Iterative Registration through Deep Equilibrium Models","created":"2025-07-01","cited_by_count":2,"area":null},{"id":"2507.22791","title":"Modality-Aware Feature Matching in Visual and Vision-Language Applications: A Comprehensive Survey","created":"2025-07-30","cited_by_count":2,"area":null},{"id":"2509.14119","title":"Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows","created":"2025-09-17","cited_by_count":2,"area":null},{"id":"2510.19353","title":"DARE: A Deformable Adaptive Regularization Estimator for Learning-Based Medical Image Registration","created":"2025-10-22","cited_by_count":2,"area":null},{"id":"2203.08041","title":"A multi-organ point cloud registration algorithm for abdominal CT registration","created":"2022-03-15","cited_by_count":1,"area":null},{"id":"2302.02283","title":"Recurrence With Correlation Network for Medical Image Registration","created":"2023-02-05","cited_by_count":1,"area":null},{"id":"2304.12322","title":"Medical Image Deidentification, Cleaning and Compression Using Pylogik","created":"2023-04-20","cited_by_count":1,"area":null},{"id":"2308.15216","title":"On-the-Fly Guidance Training for Medical Image Registration","created":"2023-08-29","cited_by_count":1,"area":null},{"id":"2401.02141","title":"Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration","created":"2024-01-04","cited_by_count":1,"area":null},{"id":"2402.09016","title":"Pyramid Attention Network for Medical Image Registration","created":"2024-02-14","cited_by_count":1,"area":null},{"id":"2403.05754","title":"Hybrid Quantum-inspired Resnet and Densenet for Pattern Recognition","created":"2024-03-09","cited_by_count":1,"area":null},{"id":"2405.16738","title":"CARL: A Framework for Equivariant Image Registration","created":"2024-05-27","cited_by_count":1,"area":null},{"id":"2407.04355","title":"Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration","created":"2024-07-05","cited_by_count":1,"area":null},{"id":"2408.03616","title":"Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation","created":"2024-08-07","cited_by_count":1,"area":"distill"},{"id":"2409.07361","title":"Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics","created":"2024-09-11","cited_by_count":1,"area":null},{"id":"2410.15767","title":"Improving Instance Optimization in Deformable Image Registration with Gradient Projection","created":"2024-10-21","cited_by_count":1,"area":null},{"id":"2502.15907","title":"Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas","created":"2025-02-21","cited_by_count":1,"area":null},{"id":"2503.00972","title":"SemICP: Semantic Non-Rigid Point Cloud Registration with Elastic Energy Regularization","created":"2025-03-02","cited_by_count":1,"area":null},{"id":"2503.07185","title":"Evaluation of Deformable Image Registration under Alignment-Regularity Trade-off","created":"2025-03-10","cited_by_count":1,"area":null},{"id":"2506.02150","title":"Implicit Deformable Medical Image Registration with Learnable Kernels","created":"2025-06-02","cited_by_count":1,"area":null},{"id":"2509.23355","title":"Uncertainty Estimation for Pretrained Medical Image Registration Models via Transformation Equivariance","created":"2025-09-27","cited_by_count":1,"area":null},{"id":"2509.25044","title":"A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration","created":"2025-09-29","cited_by_count":1,"area":null},{"id":"2510.23079","title":"Strategies for Robust Deep Learning Based Deformable Registration","created":"2025-10-27","cited_by_count":1,"area":null},{"id":"2603.00798","title":"Efficient Conformal Volumetry for Template-Based Segmentation","created":"2026-02-28","cited_by_count":1,"area":null},{"id":"2604.11376","title":"From Redaction to Restoration: Deep Learning for Medical Image Anonymization and Reconstruction","created":"2026-04-13","cited_by_count":1,"area":null},{"id":"2605.13798","title":"VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence","created":"2026-05-13","cited_by_count":1,"area":null},{"id":"2205.12857","title":"Structure Unbiased Adversarial Model for Medical Image Segmentation","created":"2022-05-25","cited_by_count":0,"area":null},{"id":"2311.02583","title":"FSDA-DG: Improving Cross-Domain Generalizability of Medical Image Segmentation with Few Source Domain Annotations","created":"2023-11-05","cited_by_count":0,"area":null},{"id":"2404.00163","title":"CT respiratory motion synthesis using joint supervised and adversarial learning","created":"2024-03-29","cited_by_count":0,"area":null},{"id":"2406.12350","title":"Encoding Matching Criteria for Cross-domain Deformable Image Registration","created":"2024-06-18","cited_by_count":0,"area":null},{"id":"2409.15931","title":"Automatic Registration of SHG and H&E Images with Feature-based Initial Alignment and Intensity-based Instance Optimization: Contribution to the COMULIS Challenge","created":"2024-09-24","cited_by_count":0,"area":null},{"id":"2411.02888","title":"A Symmetric Dynamic Learning Framework for Diffeomorphic Medical Image Registration","created":"2024-11-05","cited_by_count":0,"area":null},{"id":"2411.15426","title":"LDM-Morph: Latent diffusion model guided deformable image registration","created":"2024-11-23","cited_by_count":0,"area":"diffusion"},{"id":"2411.16123","title":"Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain","created":"2024-11-25","cited_by_count":0,"area":null}],"next_cursor":"100"}