{"total":40,"rows":[{"id":"2112.04489","title":"Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning","created":"2021-12-08","cited_by_count":125,"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":"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":"2110.10403","title":"AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation","created":"2021-10-20","cited_by_count":48,"area":null},{"id":"2112.03053","title":"Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021","created":"2021-12-06","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":"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":"2301.11329","title":"Anatomy-aware and acquisition-agnostic joint registration with SynthMorph","created":"2023-01-26","cited_by_count":19,"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":"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":"2103.00885","title":"Deep learning based geometric registration for medical images: How accurate can we get without visual features?","created":"2021-03-01","cited_by_count":10,"area":null},{"id":"2203.04290","title":"Residual Aligner Network","created":"2022-03-07","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":"2102.01897","title":"Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss","created":"2021-02-03","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":"2203.12999","title":"A Deep-Discrete Learning Framework for Spherical Surface Registration","created":"2022-03-24","cited_by_count":7,"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":"2306.16997","title":"Unsupervised 3D registration through optimization-guided cyclical self-training","created":"2023-06-29","cited_by_count":7,"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":"2208.03232","title":"Driving Points Prediction For Abdominal Probabilistic Registration","created":"2022-08-05","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":"2103.06384","title":"Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations","created":"2021-03-10","cited_by_count":3,"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":"2506.10813","title":"Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing","created":"2025-06-12","cited_by_count":3,"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":"2506.19975","title":"VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration","created":"2025-06-24","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":"2306.01853","title":"Multi-Contrast Computed Tomography Atlas of Healthy Pancreas","created":"2023-06-02","cited_by_count":1,"area":null},{"id":"2310.00296","title":"QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration","created":"2023-09-30","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":"2506.02150","title":"Implicit Deformable Medical Image Registration with Learnable Kernels","created":"2025-06-02","cited_by_count":1,"area":null},{"id":"2508.16852","title":"Gaussian Primitive Optimized Deformable Retinal Image Registration","created":"2025-08-23","cited_by_count":1,"area":null},{"id":"2107.11238","title":"Exploring Deep Registration Latent Spaces","created":"2021-07-23","cited_by_count":0,"area":null},{"id":"2111.11873","title":"Deformable image registration with deep network priors: a study on longitudinal PET images","created":"2021-11-22","cited_by_count":0,"area":null},{"id":"2304.14571","title":"DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation","created":"2023-04-28","cited_by_count":0,"area":null},{"id":"2305.13855","title":"A Two-Step Deep Learning Method for 3DCT-2DUS Kidney Registration During Breathing","created":"2023-05-23","cited_by_count":0,"area":null},{"id":"2311.13022","title":"Unsupervised Multimodal Surface Registration with Geometric Deep Learning","created":"2023-11-21","cited_by_count":0,"area":null},{"id":"2510.22380","title":"Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation","created":"2025-10-25","cited_by_count":0,"area":null},{"id":"2602.06292","title":"Zero-shot Multi-Contrast Brain MRI Registration by Intensity Randomizing T1-weighted MRI (LUMIR25)","created":"2026-02-06","cited_by_count":0,"area":null}],"next_cursor":null}