{"total":110,"rows":[{"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":"2101.01035","title":"HyperMorph: Amortized Hyperparameter Learning for Image Registration","created":"2021-01-04","cited_by_count":85,"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":"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":"2206.05897","title":"$\\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse Consistency","created":"2022-06-13","cited_by_count":41,"area":null},{"id":"2111.00648","title":"Accurate Point Cloud Registration with Robust Optimal Transport","created":"2021-11-01","cited_by_count":38,"area":null},{"id":"2203.16680","title":"Learning the Effect of Registration Hyperparameters with HyperMorph","created":"2022-03-30","cited_by_count":35,"area":null},{"id":"2105.04349","title":"Generative Adversarial Registration for Improved Conditional Deformable Templates","created":"2021-05-07","cited_by_count":31,"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":"2105.04459","title":"ICON: Learning Regular Maps Through Inverse Consistency","created":"2021-05-10","cited_by_count":26,"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":"2304.09941","title":"A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints","created":"2023-04-19","cited_by_count":25,"area":null},{"id":"2108.02238","title":"The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective","created":"2021-08-04","cited_by_count":22,"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":"2203.03626","title":"Coordinate Translator for Learning Deformable Medical Image Registration","created":"2022-03-05","cited_by_count":20,"area":null},{"id":"2301.11329","title":"Anatomy-aware and acquisition-agnostic joint registration with SynthMorph","created":"2023-01-26","cited_by_count":19,"area":null},{"id":"2106.08493","title":"Multi-scale Neural ODEs for 3D Medical Image Registration","created":"2021-06-16","cited_by_count":18,"area":null},{"id":"2108.04543","title":"Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the Future","created":"2021-08-10","cited_by_count":18,"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":"2108.05603","title":"Multi-Modal MRI Reconstruction Assisted with Spatial Alignment Network","created":"2021-08-12","cited_by_count":16,"area":null},{"id":"2109.12688","title":"Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration","created":"2021-09-26","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":"2408.00221","title":"multiGradICON: A Foundation Model for Multimodal Medical Image Registration","created":"2024-08-01","cited_by_count":16,"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":"2311.16914","title":"Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging","created":"2023-11-28","cited_by_count":11,"area":null},{"id":"2112.03915","title":"Embedding Gradient-based Optimization in Image Registration Networks","created":"2021-12-07","cited_by_count":10,"area":null},{"id":"2304.11135","title":"Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer","created":"2023-04-21","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":"2103.16262","title":"Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study","created":"2021-03-30","cited_by_count":9,"area":null},{"id":"2104.10051","title":"Semantic similarity metrics for learned image registration","created":"2021-04-20","cited_by_count":9,"area":null},{"id":"2109.14805","title":"Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images","created":"2021-09-30","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":"2504.00247","title":"MultiMorph: On-demand Atlas Construction","created":"2025-03-31","cited_by_count":9,"area":null},{"id":"2202.02000","title":"Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion","created":"2022-02-04","cited_by_count":8,"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":"2303.07115","title":"NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces","created":"2023-03-13","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":"2404.16781","title":"Registration by Regression (RbR): a framework for interpretable and flexible atlas registration","created":"2024-04-25","cited_by_count":8,"area":null},{"id":"2509.00549","title":"A Modality-agnostic Multi-task Foundation Model for Human Brain Imaging","created":"2025-08-30","cited_by_count":8,"area":null},{"id":"2303.10436","title":"FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI","created":"2023-03-18","cited_by_count":7,"area":null},{"id":"2305.12854","title":"RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations","created":"2023-05-22","cited_by_count":7,"area":null},{"id":"2106.01132","title":"Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning","created":"2021-06-02","cited_by_count":6,"area":null},{"id":"2409.01068","title":"Progressive Retinal Image Registration via Global and Local Deformable Transformations","created":"2024-09-02","cited_by_count":6,"area":null},{"id":"2211.11687","title":"Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers","created":"2022-11-21","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":"2410.09299","title":"Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging","created":"2024-10-11","cited_by_count":5,"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":"2111.12544","title":"LDDMM meets GANs: Generative Adversarial Networks for diffeomorphic registration","created":"2021-11-24","cited_by_count":4,"area":null},{"id":"2111.14777","title":"Deep Decomposition for Stochastic Normal-Abnormal Transport","created":"2021-11-29","cited_by_count":4,"area":null},{"id":"2206.06341","title":"Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network","created":"2022-06-13","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":"2403.05111","title":"From Registration Uncertainty to Segmentation Uncertainty","created":"2024-03-08","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":"2501.13370","title":"Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization","created":"2025-01-23","cited_by_count":4,"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":"2209.08189","title":"CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications","created":"2022-09-16","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":"2307.09696","title":"Towards Saner Deep Image Registration","created":"2023-07-19","cited_by_count":3,"area":null},{"id":"2310.12646","title":"TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research","created":"2023-10-19","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":"2511.13609","title":"AtlasMorph: Learning conditional deformable templates for brain MRI","created":"2025-11-17","cited_by_count":3,"area":null},{"id":"2112.06406","title":"Hybrid Atlas Building with Deep Registration Priors","created":"2021-12-13","cited_by_count":2,"area":null},{"id":"2303.09088","title":"MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks","created":"2023-03-16","cited_by_count":2,"area":null},{"id":"2311.08176","title":"A deformation-based morphometry framework for disentangling Alzheimer's disease from normal aging using learned normal aging templates","created":"2023-11-14","cited_by_count":2,"area":null},{"id":"2406.09774","title":"A lightweight residual network for unsupervised deformable image registration","created":"2024-06-14","cited_by_count":2,"area":null},{"id":"2406.13413","title":"Recurrent Inference Machine for Medical Image Registration","created":"2024-06-19","cited_by_count":2,"area":null},{"id":"2410.18797","title":"Learning Geodesics of Geometric Shape Deformations From Images","created":"2024-10-24","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":"2503.19592","title":"SACB-Net: Spatial-awareness Convolutions for Medical Image Registration","created":"2025-03-25","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":"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":"2104.01268","title":"Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy","created":"2021-04-02","cited_by_count":1,"area":null},{"id":"2202.00675","title":"A training-free recursive multiresolution framework for diffeomorphic deformable image registration","created":"2022-02-01","cited_by_count":1,"area":null},{"id":"2202.00749","title":"Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential","created":"2022-02-01","cited_by_count":1,"area":null},{"id":"2203.03638","title":"Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis","created":"2022-03-07","cited_by_count":1,"area":null},{"id":"2305.04236","title":"RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image Registration","created":"2023-05-07","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":"2404.04244","title":"Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks","created":"2024-04-05","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":"2410.02550","title":"NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms","created":"2024-10-03","cited_by_count":1,"area":null},{"id":"2410.10997","title":"Stationary Velocity Fields on Matrix Groups for Deformable Image Registration","created":"2024-10-14","cited_by_count":1,"area":null},{"id":"2501.07248","title":"Implicit Neural Representations for Registration of Left Ventricle Myocardium During a Cardiac Cycle","created":"2025-01-13","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":"2511.11679","title":"Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimization","created":"2025-11-12","cited_by_count":1,"area":null},{"id":"2607.14946","title":"DINE: Distance Is Not Enough -- Learning Global Deformation Priors for Robust Soft-Tissue Point Cloud Registration","created":"2026-07-16","cited_by_count":1,"area":null},{"id":"2105.11361","title":"DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration","created":"2021-05-24","cited_by_count":0,"area":null},{"id":"2106.08233","title":"Spot the Difference: Detection of Topological Changes via Geometric Alignment","created":"2021-06-09","cited_by_count":0,"area":null},{"id":"2203.04295","title":"Region Specific Optimization (RSO)-based Deep Interactive Registration","created":"2022-03-08","cited_by_count":0,"area":null},{"id":"2206.13076","title":"SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration","created":"2022-06-27","cited_by_count":0,"area":null},{"id":"2207.06256","title":"Image warp preserving content intensity","created":"2022-07-13","cited_by_count":0,"area":null},{"id":"2210.12095","title":"Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection","created":"2022-10-21","cited_by_count":0,"area":null},{"id":"2211.02530","title":"Automatic classification of deformable shapes","created":"2022-11-04","cited_by_count":0,"area":null},{"id":"2308.01994","title":"Explainable unsupervised multi-modal image registration using deep networks","created":"2023-08-03","cited_by_count":0,"area":null},{"id":"2309.00831","title":"Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography","created":"2023-09-02","cited_by_count":0,"area":null}],"next_cursor":"100"}