{"total":75,"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":"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":"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":"2206.07349","title":"XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention","created":"2022-06-15","cited_by_count":46,"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":"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":"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":"2107.04548","title":"Cross-modal Attention for MRI and Ultrasound Volume Registration","created":"2021-07-09","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":"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":"2407.08561","title":"MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps","created":"2024-07-11","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":"2110.01293","title":"Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge","created":"2021-10-04","cited_by_count":12,"area":null},{"id":"2204.13656","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":"2407.10209","title":"Vector Field Attention for Deformable Image Registration","created":"2024-07-14","cited_by_count":10,"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":"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":"2502.21049","title":"Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport","created":"2025-02-28","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":"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":"2104.10447","title":"A Meta-Learning Approach for Medical Image Registration","created":"2021-04-21","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":"2308.01981","title":"CartiMorph: a framework for automated knee articular cartilage morphometrics","created":"2023-08-03","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":"2410.20752","title":"Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding","created":"2024-10-28","cited_by_count":5,"area":null},{"id":"2107.14449","title":"Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images","created":"2021-07-30","cited_by_count":4,"area":null},{"id":"2109.02722","title":"Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration","created":"2021-09-06","cited_by_count":4,"area":null},{"id":"2404.17621","title":"Attention-aware non-rigid image registration for accelerated MR imaging","created":"2024-04-26","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":"2105.01800","title":"Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives","created":"2021-05-04","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":"2205.15607","title":"Generative Aging of Brain Images with Diffeomorphic Registration","created":"2022-05-31","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":"2303.06168","title":"Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration","created":"2023-03-10","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":"2307.04341","title":"Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image Registration","created":"2023-07-10","cited_by_count":2,"area":null},{"id":"2402.10728","title":"Semi-weakly-supervised neural network training for medical image registration","created":"2024-02-16","cited_by_count":2,"area":null},{"id":"2402.16658","title":"Multi-Objective Learning for Deformable Image Registration","created":"2024-02-23","cited_by_count":2,"area":null},{"id":"2412.17982","title":"Unsupervised learning of spatially varying regularization for diffeomorphic image registration","created":"2024-12-23","cited_by_count":2,"area":null},{"id":"2110.08668","title":"Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning","created":"2021-10-16","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":"2407.11299","title":"FR-SLAM: A SLAM Improvement Method Based on Floor Plan Registration","created":"2024-07-16","cited_by_count":1,"area":null},{"id":"2409.07004","title":"Performance Assessment of Feature Detection Methods for 2-D FS Sonar Imagery","created":"2024-09-11","cited_by_count":1,"area":null},{"id":"2508.13762","title":"Deep Biomechanically-Guided Interpolation for Keypoint-Based Brain Shift Registration","created":"2025-08-19","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":"2602.17337","title":"Polaffini: A feature-based approach for robust affine and polyaffine image registration","created":"2026-02-19","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":"2607.26292","title":"Eddeep: a deep-learning framework for fast eddy-current distortion correction in diffusion MRI","created":"2026-07-28","cited_by_count":1,"area":null},{"id":"2112.02249","title":"Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint","created":"2021-12-04","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":"2208.13275","title":"Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field","created":"2022-08-28","cited_by_count":0,"area":null},{"id":"2211.04734","title":"Framework Construction of an Adversarial Federated Transfer Learning Classifier","created":"2022-11-09","cited_by_count":0,"area":null},{"id":"2305.11024","title":"CDIDN: A Registration Model with High Deformation Impedance Capability for Long-Term Tracking of Pulmonary Lesion Dynamics","created":"2023-05-18","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":"2405.12850","title":"Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy","created":"2024-05-21","cited_by_count":0,"area":null},{"id":"2503.07768","title":"NimbleReg: A light-weight deep-learning framework for diffeomorphic image registration","created":"2025-03-10","cited_by_count":0,"area":null},{"id":"2503.09963","title":"Reference-Free 3D Reconstruction of Brain Dissection Slabs via Learned Atlas Coordinates","created":"2025-03-13","cited_by_count":0,"area":null},{"id":"2512.02702","title":"A method for tissue-mask supported whole-body image registration in the UK Biobank","created":"2025-12-02","cited_by_count":0,"area":null},{"id":"2512.19928","title":"Unified Brain Surface and Volume Registration","created":"2025-12-22","cited_by_count":0,"area":null},{"id":"2512.23142","title":"Domain-Shift Immunity in Deep Deformable Registration via Local Feature Representations","created":"2025-12-29","cited_by_count":0,"area":null},{"id":"2602.01812","title":"LDRNet: Large Deformation Registration Model for Chest CT Registration","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2602.07065","title":"Contactless estimation of continuum displacement and mechanical compressibility from image series using a deep learning based framework","created":"2026-02-05","cited_by_count":0,"area":null},{"id":"2602.10155","title":"Data-driven registration and modeling of brain deformation for image-guided neurosurgery","created":"2026-02-09","cited_by_count":0,"area":null},{"id":"2606.18496","title":"Neural Phase Correlation","created":"2026-06-16","cited_by_count":0,"area":null}],"next_cursor":null}