{"total":34,"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":"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":"2203.15216","title":"Affine Medical Image Registration with Coarse-to-Fine Vision Transformer","created":"2022-03-29","cited_by_count":35,"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":"2301.11329","title":"Anatomy-aware and acquisition-agnostic joint registration with SynthMorph","created":"2023-01-26","cited_by_count":19,"area":null},{"id":"2209.05160","title":"Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration","created":"2022-09-12","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":"2105.01844","title":"Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer","created":"2021-05-05","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":"2211.11687","title":"Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers","created":"2022-11-21","cited_by_count":5,"area":null},{"id":"2102.04938","title":"Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence","created":"2021-02-09","cited_by_count":4,"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":"2407.00678","title":"A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound","created":"2024-06-30","cited_by_count":3,"area":null},{"id":"2106.06637","title":"CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning","created":"2021-06-11","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":"2410.14083","title":"SAMReg: SAM-enabled Image Registration with ROI-based Correspondence","created":"2024-10-17","cited_by_count":2,"area":null},{"id":"2107.03987","title":"Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks","created":"2021-07-08","cited_by_count":1,"area":null},{"id":"2303.06550","title":"Spatial Correspondence between Graph Neural Network-Segmented Images","created":"2023-03-12","cited_by_count":1,"area":null},{"id":"2303.17239","title":"Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs","created":"2023-03-30","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":"2411.06750","title":"SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision","created":"2024-11-11","cited_by_count":1,"area":null},{"id":"2101.10248","title":"D-Net: Siamese based Network with Mutual Attention for Volume Alignment","created":"2021-01-25","cited_by_count":0,"area":null},{"id":"2205.07516","title":"The use of deep learning in interventional radiotherapy (brachytherapy): a review with a focus on open source and open data","created":"2022-05-16","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},{"id":"2312.06958","title":"PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches","created":"2023-12-12","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":"2406.15172","title":"Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss","created":"2024-06-21","cited_by_count":0,"area":null},{"id":"2501.03510","title":"Salient Region Matching for Fully Automated MR-TRUS Registration","created":"2025-01-07","cited_by_count":0,"area":null},{"id":"2503.20653","title":"UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift","created":"2025-03-26","cited_by_count":0,"area":null},{"id":"2510.00723","title":"Deep learning motion correction of quantitative stress perfusion cardiovascular magnetic resonance","created":"2025-10-01","cited_by_count":0,"area":null},{"id":"2511.17392","title":"MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration","created":"2025-11-21","cited_by_count":0,"area":null},{"id":"2609.19875","title":"BINDER: A Latent Variable Model for Probabilistic Medical Image Registration","created":"2026-09-17","cited_by_count":0,"area":null}],"next_cursor":null}