{"total":150,"rows":[{"id":"2209.04747","title":"Diffusion Models in Vision: A Survey","created":"2022-09-10","cited_by_count":1015,"area":"diffusion"},{"id":"2211.07804","title":"Diffusion Models for Medical Image Analysis: A Comprehensive Survey","created":"2022-11-14","cited_by_count":273,"area":"diffusion"},{"id":"2105.13381","title":"Recent advances and clinical applications of deep learning in medical image analysis","created":"2021-05-27","cited_by_count":104,"area":null},{"id":"2104.06468","title":"ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration","created":"2021-04-13","cited_by_count":87,"area":null},{"id":"2205.11876","title":"Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration","created":"2022-05-24","cited_by_count":80,"area":null},{"id":"2206.13295","title":"Diffusion Deformable Model for 4D Temporal Medical Image Generation","created":"2022-06-27","cited_by_count":65,"area":null},{"id":"2108.00622","title":"Recurrent Mask Refinement for Few-Shot Medical Image Segmentation","created":"2021-08-02","cited_by_count":63,"area":null},{"id":"2106.12673","title":"Conditional Deformable Image Registration with Convolutional Neural Network","created":"2021-06-23","cited_by_count":59,"area":null},{"id":"2112.05149","title":"DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model","created":"2021-12-09","cited_by_count":58,"area":"diffusion"},{"id":"2305.15862","title":"A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion","created":"2023-05-25","cited_by_count":47,"area":null},{"id":"2206.07349","title":"XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention","created":"2022-06-15","cited_by_count":46,"area":null},{"id":"2208.04939","title":"U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?","created":"2022-08-07","cited_by_count":40,"area":null},{"id":"2203.15216","title":"Affine Medical Image Registration with Coarse-to-Fine Vision Transformer","created":"2022-03-29","cited_by_count":35,"area":null},{"id":"2108.03443","title":"NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration","created":"2021-08-07","cited_by_count":28,"area":null},{"id":"2111.01754","title":"Meta-Learning to Improve Pre-Training","created":"2021-11-02","cited_by_count":27,"area":null},{"id":"2103.02772","title":"DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images","created":"2021-03-04","cited_by_count":26,"area":null},{"id":"2302.05615","title":"Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis","created":"2023-02-11","cited_by_count":26,"area":null},{"id":"2105.12227","title":"Learning a Model-Driven Variational Network for Deformable Image Registration","created":"2021-05-25","cited_by_count":25,"area":null},{"id":"2110.07152","title":"DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models","created":"2021-10-14","cited_by_count":25,"area":null},{"id":"2312.06358","title":"Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering","created":"2023-12-11","cited_by_count":24,"area":null},{"id":"2109.12384","title":"Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion","created":"2021-09-25","cited_by_count":22,"area":null},{"id":"2206.03830","title":"Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior","created":"2022-06-08","cited_by_count":22,"area":null},{"id":"2202.12498","title":"Diffeomorphic Image Registration with Neural Velocity Field","created":"2022-02-25","cited_by_count":20,"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":"2102.02033","title":"Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation","created":"2021-02-03","cited_by_count":17,"area":null},{"id":"2103.13578","title":"Test-Time Training for Deformable Multi-Scale Image Registration","created":"2021-03-25","cited_by_count":17,"area":null},{"id":"2308.11165","title":"Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration","created":"2023-08-22","cited_by_count":17,"area":null},{"id":"2103.03840","title":"Self-Supervised Longitudinal Neighbourhood Embedding","created":"2021-03-05","cited_by_count":16,"area":null},{"id":"2108.05603","title":"Multi-Modal MRI Reconstruction Assisted with Spatial Alignment Network","created":"2021-08-12","cited_by_count":16,"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":"2110.06400","title":"CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation","created":"2021-10-12","cited_by_count":15,"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":"2406.05054","title":"Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation","created":"2024-06-07","cited_by_count":13,"area":null},{"id":"2103.05213","title":"Enhancing Medical Image Registration via Appearance Adjustment Networks","created":"2021-03-09","cited_by_count":12,"area":null},{"id":"2110.01293","title":"Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge","created":"2021-10-04","cited_by_count":12,"area":null},{"id":"2204.04360","title":"Data Augmentation for Electrocardiograms","created":"2022-04-09","cited_by_count":12,"area":null},{"id":"2107.09060","title":"LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging","created":"2021-07-19","cited_by_count":11,"area":null},{"id":"2209.03671","title":"Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging","created":"2022-09-08","cited_by_count":11,"area":null},{"id":"2102.10438","title":"Unsupervised Medical Image Alignment with Curriculum Learning","created":"2021-02-20","cited_by_count":10,"area":null},{"id":"2203.04290","title":"Residual Aligner Network","created":"2022-03-07","cited_by_count":10,"area":null},{"id":"2312.03102","title":"Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI","created":"2023-12-05","cited_by_count":10,"area":null},{"id":"2107.02433","title":"Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration","created":"2021-07-06","cited_by_count":9,"area":null},{"id":"2204.13575","title":"Symmetric Transformer-based Network for Unsupervised Image Registration","created":"2022-04-28","cited_by_count":9,"area":null},{"id":"2207.12901","title":"Cross-Modality Image Registration using a Training-Time Privileged Third Modality","created":"2022-07-26","cited_by_count":9,"area":null},{"id":"2210.11045","title":"Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients","created":"2022-10-20","cited_by_count":9,"area":null},{"id":"2203.05684","title":"PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation","created":"2022-03-10","cited_by_count":8,"area":null},{"id":"2204.11341","title":"Deep Learning for Medical Image Registration: A Comprehensive Review","created":"2022-04-24","cited_by_count":8,"area":null},{"id":"2205.07399","title":"SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration","created":"2022-05-15","cited_by_count":8,"area":null},{"id":"2208.00453","title":"One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement","created":"2022-07-31","cited_by_count":8,"area":null},{"id":"2302.02504","title":"Motion-compensated MR CINE reconstruction with reconstruction-driven motion estimation","created":"2023-02-05","cited_by_count":8,"area":null},{"id":"2309.07322","title":"$\\texttt{NePhi}$: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration","created":"2023-09-13","cited_by_count":8,"area":null},{"id":"2206.01863","title":"Recursive Deformable Image Registration Network with Mutual Attention","created":"2022-06-04","cited_by_count":7,"area":null},{"id":"2206.06252","title":"Transformer Lesion Tracker","created":"2022-06-13","cited_by_count":6,"area":null},{"id":"2209.07923","title":"A Deep Moving-camera Background Model","created":"2022-09-16","cited_by_count":6,"area":null},{"id":"2310.06557","title":"Data efficient deep learning for medical image analysis: A survey","created":"2023-10-10","cited_by_count":6,"area":null},{"id":"2410.05234","title":"DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration","created":"2024-10-07","cited_by_count":6,"area":"diffusion"},{"id":"2112.07415","title":"Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration","created":"2021-12-14","cited_by_count":5,"area":null},{"id":"2208.01825","title":"Medical image registration using unsupervised deep neural network: A scoping literature review","created":"2022-08-03","cited_by_count":5,"area":null},{"id":"2211.13828","title":"Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images","created":"2022-11-24","cited_by_count":5,"area":null},{"id":"2212.04579","title":"3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors","created":"2022-12-08","cited_by_count":5,"area":null},{"id":"2306.13988","title":"SAM++: Enhancing Anatomic Matching using Semantic Information and Structural Inference","created":"2023-06-24","cited_by_count":5,"area":null},{"id":"2306.14687","title":"GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration","created":"2023-06-26","cited_by_count":5,"area":null},{"id":"2402.03585","title":"Decoder-Only Image Registration","created":"2024-02-05","cited_by_count":5,"area":null},{"id":"2410.03058","title":"DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images","created":"2024-10-04","cited_by_count":5,"area":null},{"id":"2410.20752","title":"Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding","created":"2024-10-28","cited_by_count":5,"area":null},{"id":"2101.09639","title":"FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow","created":"2021-01-24","cited_by_count":4,"area":null},{"id":"2103.08213","title":"Cascaded Feature Warping Network for Unsupervised Medical Image Registration","created":"2021-03-15","cited_by_count":4,"area":null},{"id":"2108.06771","title":"NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach","created":"2021-08-15","cited_by_count":4,"area":null},{"id":"2111.12123","title":"MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network","created":"2021-11-23","cited_by_count":4,"area":null},{"id":"2210.05952","title":"3D Brain and Heart Volume Generative Models: A Survey","created":"2022-10-12","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":"2409.05040","title":"Unsupervised Multimodal 3D Medical Image Registration with Multilevel Correlation Balanced Optimization","created":"2024-09-08","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":"2502.05282","title":"Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning","created":"2025-02-07","cited_by_count":4,"area":null},{"id":"2110.13289","title":"Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo","created":"2021-10-25","cited_by_count":3,"area":null},{"id":"2202.03978","title":"Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy","created":"2022-02-08","cited_by_count":3,"area":null},{"id":"2202.12104","title":"A Transformer-based Network for Deformable Medical Image Registration","created":"2022-02-24","cited_by_count":3,"area":null},{"id":"2207.10996","title":"Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration","created":"2022-07-22","cited_by_count":3,"area":null},{"id":"2212.03277","title":"ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration","created":"2022-12-06","cited_by_count":3,"area":null},{"id":"2307.15198","title":"One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data","created":"2023-07-27","cited_by_count":3,"area":null},{"id":"2309.10153","title":"Preserving Tumor Volumes for Unsupervised Medical Image Registration","created":"2023-09-18","cited_by_count":3,"area":null},{"id":"2401.05901","title":"ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration","created":"2024-01-11","cited_by_count":3,"area":null},{"id":"2404.05445","title":"Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation","created":"2024-04-08","cited_by_count":3,"area":null},{"id":"2405.10068","title":"MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations","created":"2024-05-16","cited_by_count":3,"area":null},{"id":"2502.06591","title":"Diffeomorphic Temporal Alignment Nets for Time-series Joint Alignment and Averaging","created":"2025-02-10","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":"2509.24797","title":"Fidelity-Aware Data Composition for Robust Robot Generalization","created":"2025-09-29","cited_by_count":3,"area":null},{"id":"2511.13609","title":"AtlasMorph: Learning conditional deformable templates for brain MRI","created":"2025-11-17","cited_by_count":3,"area":null},{"id":"2602.06288","title":"Unsupervised MR-US Multimodal Image Registration with Multilevel Correlation Pyramidal Optimization","created":"2026-02-06","cited_by_count":3,"area":null},{"id":"2101.07653","title":"Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks","created":"2021-01-19","cited_by_count":2,"area":null},{"id":"2110.15027","title":"Deformable Registration of Brain MR Images via a Hybrid Loss","created":"2021-10-28","cited_by_count":2,"area":null},{"id":"2112.15180","title":"A Resolution Enhancement Plug-in for Deformable Registration of Medical Images","created":"2021-12-30","cited_by_count":2,"area":null},{"id":"2201.03481","title":"Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model","created":"2022-01-10","cited_by_count":2,"area":null},{"id":"2202.07829","title":"Spatial Transformer K-Means","created":"2022-02-16","cited_by_count":2,"area":null},{"id":"2211.05622","title":"InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration","created":"2022-11-10","cited_by_count":2,"area":null},{"id":"2212.03306","title":"ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data","created":"2022-12-06","cited_by_count":2,"area":null},{"id":"2301.09338","title":"Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods","created":"2023-01-23","cited_by_count":2,"area":null},{"id":"2303.08113","title":"Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation","created":"2023-03-14","cited_by_count":2,"area":null},{"id":"2310.05445","title":"AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography","created":"2023-10-09","cited_by_count":2,"area":null}],"next_cursor":"100"}