Medical Image Registration

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11 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. Deformable CT-US Registration via Anatomy-Aware Implicit Neural Representations

    Oct 6, 2026Agnieszka Lach, Magdalena Wysocki, Feng Li +7Medical Image RegistrationUltrasound Imaging

    medPhoton GmbH, Salzburg, Austria · Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany

  2. When Misalignment Becomes Supervision: Structured Label Noise in Supervised Synthetic CT Generation

    Sep 24, 2026Valentin Boussot, Cedric Hemon, Caroline Lafond +2Perceptual LossMedical Image Registration

    Univ. Rennes, CLCC Eugene Marquis, INSERM, LTSI - UMR 1099, F-35000 Rennes, France

  3. Recursive Uncertainty-Gated Image Registration for Learning-based Algorithms

    Sep 23, 2026Clara Rodrigo González, Oscar Bates, Fu Siong Ng +1Medical ImagingMedical Image Registration

    Department of Bioengineering, Imperial College London, London, UK · Department of Earth Science and Engineering, Imperial College London, London, UK · National Heart and Lung Institute, Imperial College London, London, UK

  4. GraphSVR: q-Space--Aware Graph-Based Slice-to-Volume Registration for Diffusion MRI

    Sep 21, 2026Noga Kertes, Daphna Link Sourani, Alex M. Bronstein +1Medical Image RegistrationDiffusion MRI

    Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, Israel · The May-Blum-Dahl MRI Research Center, Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, Israel · The Taub Faculty of Computer Science, Technion – Israel Institute of Technology, Haifa, Israel +1

  5. Evaluating Transformation Models for pCLE Mosaic Registration

    Sep 21, 2026Ahmed Aboelela, Johannes Barcsay, Jana Friedhof +3Medical ImagingMedical Image Registration

    Center for Artificial Intelligence and Data Science (CAIDAS), Julius-Maximilians-Universität Würzburg, Würzburg, Germany · Department of Internal Medicine II, Interventional and Experimental Endoscopy (InExEn), University Hospital Würzburg, Würzburg, Germany · Department of Otorhinolaryngology, Plastic and Aesthetic Operations, University Hospital Würzburg, Würzburg, Germany

  6. LapaTrack-3D: 6 DoF pre-operative shape tracking for laparoscopic surgery

    Sep 17, 2026Jingwei Song, Javid Hussain Jakir, Ray Zhang +4Medical Image RegistrationVisual SLAM

    United Imaging Research Institute of Intelligent Imaging, Beijing 100144, China · United Imaging, China · University of Michigan, Ann Arbor, MI 48109, USA

  7. BINDER: A Latent Variable Model for Probabilistic Medical Image Registration

    Sep 17, 2026Stefano Cerri, Amirhossein Hassankhani, Yaël Balbastre +1Medical Image RegistrationCross-Modal Image Registration

    Copenhagen Research Centre for Biological and Precision Psychiatry, Mental Health Centre Copenhagen, Copenhagen University Hospital, Denmark, and the Pioneer Centre for Artificial Intelligence, University of Copenhagen, Denmark · Department of Neuroscience and Biomedical Engineering, Aalto University, Finland · Department of Experimental Psychology, Division of Psychology and Language Sciences, University College London +1

  8. Benchmarking Intra-Patient 3D Deformable Multimodal Image Registration

    Sep 14, 2026Matteo Barbieri, Giammarco La Barbera, Juan Pablo De La Plata +3Medical Image RegistrationCross-Modal Image Registration

    IMAG2, Institut IMAGINE, Université Paris Cité, Paris, France · Replico SAS, Paris, France · Université Paris Cité, Department of Pediatric Surgery, Hôpital Necker Enfants-Malades, Assistance Publique–Hôpitaux de Paris (AP-HP), Paris, France +2

  9. Fast and Accurate Monomodal 3D High Resolution Deep Registration of Drosophila Larval Brain Volumes

    Sep 11, 2026Daniel Reisenbüchler, Yousef Sadegheih, Michael Dittrich +3Medical Image RegistrationNeuroimaging

    Faculty of Informatics and Data Science, University of Regensburg, Regensburg, Germany. · Fraunhofer Institute for Digital Medicine, MEVIS, Bremen, Germany.

  10. Two-Parameter Flow Map Learning for Continuous-Time Diffeomorphic Image Registration

    Sep 11, 2026Mohammadjavad Matinkia, Nilanjan RayMedical Image RegistrationFlow Map Learning

    University of Alberta, Canada

  11. Evaluation Principles for MRI-MRA Registration in Trigeminal Neuralgia: An ROI-Centered Neurovascular Benchmark

    Sep 8, 2026Xupeng Zhang, Xihang Wang, Michael Xie +6Medical Image RegistrationNeuroimaging

    Department of Electrical and Computer Engineering and Data Science and AI Institute, Johns Hopkins University, Baltimore, MD 21218, USA · Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA · Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21287, USA

  12. CRISP: Corneal Confocal Microscopy Real-Time Image Stitching Pipeline

    Sep 7, 2026Qincheng Qiao, Puli Zhang, Jian Zhou +1Medical Image RegistrationComputational Imaging

    Department of Endocrinology and Metabolism, Qilu Hospital, Shandong University, Jinan, China · Department of Endocrinology and Metabolism Qilu Hospital, Shandong University Jinan 250012, China · Department of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China +1

  13. DisMorph\texttt{DisMorph}: learning to disentangle technical distortions from true biological change

    Aug 8, 2026Jingru Fu, Kathleen E. Larson, Douglas N. Greve +2Longitudinal Medical Image AnalysisMedical Image Registration

    Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, USA · Department of Radiology, Massachusetts General Hospital, Boston, USA · Department of Radiology, Harvard Medical School, Boston, USA

  14. H2AL: Hyperbolic Hierarchy-aware Aggregative Learning for Registration-based Few-shot Medical Image Segmentation

    Aug 7, 2026Jia Wang, Jiaming Cai, Zunying Hu +4Hierarchical Representation LearningMedical Image Registration

  15. APCReg: Anatomical-Prior-Guided Coarse-to-Fine CBCT--IOS Registration via Multi-View Projection and Reliability-Controlled Residual Correction

    Aug 7, 2026Xincan Zheng, Yaqi Wang, Zhi Li +4Cone-Beam CTMedical Image Registration

    School of Cyberspace Security, Hangzhou Dianzi University, Hangzhou, China · Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China · Department of Craniomaxillofacial Surgery, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China +2

  16. Toward surface-based registration of a virtual preoperative cutting guide onto the mandible for reconstruction surgery

    Aug 6, 2026Yue Yang, Jie Ying WuMedical Image RegistrationPoint Cloud Registration

    Vanderbilt University, Department of Computer Science, 1400 18th Avenue South, Suite A4004 Nashville, TN 37212, USA.

  17. Coarse-to-Fine Registration of Jawbone CT and Intraoral Scan Data Using GeDi and ICP with Pseudo-IOS Ground Truth

    Aug 3, 2026Sho Mitarai, Hikaru Kayo, Hisashi Ozaki +2Medical Image RegistrationPoint Cloud Registration

    School of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan. · Department of Oral and Maxillofacial Surgery, Rakuwakai Otowa Hospital, Kyoto, Japan.

  18. An Accessible Solution for Deformable Image Registration Compared with Learning-Based Approaches

    Aug 3, 2026Onur Ali Zeybekoglu, David Tilly, Orcun GokselMedical Image RegistrationDeformable Image Registration

    Department of Information Technology, Uppsala University, Uppsala, Sweden · Department of Medical Physics, Uppsala University Hospital, Uppsala, Sweden · Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden

  19. Registration-Grounded Spectral Fusion for Unregistered WLI/NBI Endoscopic Lesion Segmentation

    Jul 29, 2026Pengyu Jie, Wanquan Liu, Rui He +5Cross-Modality Medical Image SegmentationMulti-Source Image Fusion

    School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, 518107, Guangdong, P.R. China · Department of Otolaryngology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510000, P.R. China · School of Computer Science and Technology, Hainan University, Haikou, 570228, China +2

  20. Eddeep: a deep-learning framework for fast eddy-current distortion correction in diffusion MRI

    Jul 28, 2026Antoine Legouhy, Ross Callaghan, Yuchuan Qiao +4Medical Image RegistrationMagnetic Resonance Imaging

    Hawkes Institute & Department of Computer Science, University College London, London, UK · Institut Pasteur, Université Paris Cité, Unité de Neuroanatomie Appliquée et Théorique, France · AINOSTICS ltd., Manchester, UK +3

  21. Patient-Agnostic Synthetic Pretraining for Efficient Patient-Specific Intraoperative 2D/3D Registration

    Jul 25, 2026Minheng Chen, Youyong KongSynthetic Data PretrainingMedical Image Registration

    Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, 76013, TX, USA. · School of Computer Science and Engineering, Southeast University, Nanjing, 210096, Jiangsu, China.

  22. Learning Dense 2D-3D Correspondence for X-ray-to-CT Registration of Knee Bones

    Jul 24, 2026Rembert Daems, Jonas Grammens, Caro Roten +3Medical Image RegistrationObject Pose Estimation

    Arthro ID · KU Leuven · AZ Delta

  23. Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D--2D Registration for Liver Laparoscopy

    Jul 20, 2026Jiaming Feng, Xukun Zhang, Shahid Farid +1Medical Image RegistrationDeformable Image Registration

    AI in Medicine and Surgery Group, School of Computer Science, University of Leeds, LS2 9JT, Leeds, United Kingdom · Department of Diagnostic Radiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong · Department of HPB and Transplant Surgery, St. James’s University Hospital, Leeds, United Kingdom

  24. DINE: Distance Is Not Enough -- Learning Global Deformation Priors for Robust Soft-Tissue Point Cloud Registration

    Jul 16, 2026Sara Monji-Azad, Rohit Beer, Marvin Kinz +2Medical Image RegistrationPoint Cloud Registration

    Mannheim Institute for Intelligent Systems in Medicine (MIISM), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany · Department of Radiation Oncology, Brigham and Women’s Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA · Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany +4

  25. Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery

    Jul 15, 2026Yue Yang, Annie Benson, Matthieu Chabanas +7Medical Image RegistrationOncology

    Vanderbilt University, 1400 18th Avenue South, Nashville, Tennessee, 37212, USA · Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, Tennessee, 37232, USA

  26. Projection-Domain Sensitivity Analysis of Vertebral DRRs Under Intrinsic Calibration Perturbation

    Jul 12, 2026Lin Li, Chaochao Zhou, Benjamin Aubert +2Medical ImagingMedical Image Registration

    Department of Mathematics, Tulane University · Department of Computer Science, University of Illinois Urbana-Champaign · EOS, EOS Imaging Inc. +2

  27. Reliability-Aware CT-MRI Registration: A Quality Engineering Framework with Stability Analysis and Risk Classification

    Jul 1, 2026Nisreen AlbzourMedical Image RegistrationCross-Modal Image Registration

    School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA

  28. LayersReg: A Layer-by-Layer Progressive Regressor for Reliable Intraoperative 3D/2D Registration

    Jun 25, 2026Xiyuan Wang, Zhenchao Wang, Xinran Chen +3Medical Image RegistrationCross-Modal Image Registration

    School of Biological Science and Medical Engineering Southeast University Nanjing · School of Engineering, College of Engineering and Physical Sciences University of Birmingham Birmingham · State Key Laboratory of Digital Medical Engineering Southeast University Nanjing

  29. Unsupervised Susceptibility Distortion Correction of EPI without Calibration Scans via Image Translation-Based Registration

    Jun 19, 2026Wooseung Kim, Sung-Hong ParkMedical Image RegistrationMagnetic Resonance Imaging

    Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea

  30. DreamReg: Belief-Driven World Model for 2D-3D Ultrasound Registration

    Jun 17, 2026Luoyao Kang, Yuelin Zhang, Jiwei Shan +3World ModelsMedical Image Registration

    Department of Mechanical and Automation Engineering and T Stone Robotics Institute, The Chinese University of Hong Kong, Hong Kong SAR, China · Perelman School of Medicine, University of Pennsylvania, PA, USA · Shun Hing Institute of Advanced Engineering and Multi-scale Medical Robotics Center, Hong Kong SAR, China

  31. Neural Phase Correlation

    Jun 16, 2026Cole ReynoldsQuantum System IdentificationFrequency-Domain Feature Learning

    Weyl Labs

  32. MeiBRD: Meta-Learning Intraoperative Biomechanical Residual Deformation

    Jun 16, 2026Casey Meisenzahl, Jon Heiselman, Michael Holtz +3Residual LearningMedical Image Registration

    Rochester Institute of Technology, NY, USA · Vanderbilt University, Nashville TN, USA

  33. A Lightweight Fiducial-Based Pipeline for 3D Hyperspectral Mapping of ex-vivo Lumpectomy Specimens

    Jun 12, 2026Anna Bicchi, Alberto Rota, Leonardo Passoni +5Breast CancerMedical Image Registration

    Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy · Department of Physics, Politecnico di Milano, Milan, Italy

  34. Electromagnetic Navigation for Femoral Osteotomy Using High-Accuracy X-ray-to-CT Registration

    Jun 2, 2026Roman Flepp, Arend Nieuwland, Bastian Sigrist +3Medical Image Registration

    Department of Pediatric Orthopedics and Traumatology, University Children’s Hospital Zürich, Switzerland. · Research in Orthopedic Computer Science, University Hospital Balgrist, University of Zurich, Switzerland. · Department of Orthopedic Surgery, University Hospital Balgrist, Jun University of Zurich, Switzerland.

  35. CAD-to-CT Registration of Cylindrical Objects via Ellipse-Based Axis Estimation

    Jun 1, 2026Aleksander Ogonowski, Mikołaj Mrozowski, Daniel Więcek +9Medical Image RegistrationComputed Tomography

    Department of Complex Systems, National Centre for Nuclear Research ul. So ltana 7, 05-400 Otwock-´Swierk, Poland · ImagineRT sp. z o.o., National Centre for Nuclear Research ul. So ltana 7, 05-400 Otwock-´Swierk, Poland

  36. Cohort-Scale Neural Atlases of Ultrasound Video

    May 30, 2026Zhuorui Zhang, Roger Pallarès-López, Xuan Wu +2Medical Image RegistrationUltrasound Imaging

    Department of Mechanical Engineering, MIT · Institute for Medical Engineering and Science, MIT · 3MIT.nano Immersion Lab, MIT

  37. SpikeReg: Energy-Efficient 3D Deformable Medical Image Registration with Spiking Neural Networks

    May 24, 2026Ali Mikaeili Barzili, Behzad Moshiri, Hamid Azadegan +1U-NetMedical Image Registration

    School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran 1439957131, Iran · Max Planck Institute for Brain Research, 60438 Frankfurt am Main, Germany · School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran 16846-13114, Iran

  38. Diffeomorphic Cortical Alignment via Direct Warping of Streamline Endpoints

    May 16, 2026Yang Xiang, Martin Cole, Zhengwu ZhangMedical Image RegistrationNeuroimaging

    Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill · Department of Psychiatry, University of Rochester

  39. VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

    May 13, 2026Guney Tombak, Ertunc Erdil, Ender KonukogluMedical Imaging Foundation ModelsCross-Modal Representation Learning

    Biomedical Image Computing Group, ETH Zurich, Zurich, Switzerland · The LOOP Zurich – Medical Research Center, Zurich, Switzerland

  40. Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI

    May 11, 2026Yi Zhang, Yidong Zhao, Tijmen Toxopeus +3Medical Image RegistrationMagnetic Resonance Imaging

    Department of Imaging Physics, Delft University of Technology, The Netherlands

  41. MSR:Hybrid Field Modeling for CT-MRI Rigid-Deformable Registration of the Cervical Spine with an Annotated Dataset

    Apr 30, 2026Bohai Zhang, Wenjie Chen, Mu Li +8Medical ImagingMedical Image Registration

    School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, China. · Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, 510515, China. · Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology Guangzhou, 510515, China. +2

  42. Point Cloud Registration for Fusion between SPECT MPI and CTA Images

    Apr 27, 2026Ni Yao, Xiangyu Liu, Shaojie Tang +9Medical ImagingMedical Image Registration

    School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, Henan, China · School of Automation, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, 710121, China · Xi'an Key Laboratory of Advanced Control and Intelligent Process, Xi'an, Shaanxi, 710121, China +5

  43. CT-Guided Spatially-varying Regularization for Voxel-Wise Deformable Whole-Body PET Registration

    Apr 24, 2026Xiangcen Wu, Ruohua Chen, Sichun Li +4Medical Image RegistrationPET/CT Imaging

    Institute of Medical Technology, Peking University Health Science Center, Beijing, China · Ren Ji Hospital, Shanghai Jiao Tong University, Shanghai, China · University of Oxford, Oxford, United Kingdom

  44. Deep learning based Non-Rigid Volume-to-Surface Registration for Brain Shift compensation Using Point Cloud

    Apr 19, 2026Eashrat Jahan Muniya, Gernot Kronreif, Ander Biguri +2Medical Image RegistrationPoint Cloud Registration

    Austrian Center for Medical Innovation and Technology, Wiener Neustadt, Austria · Medical University of Vienna, Department of Medical Physics and Biomedical Engineering Vienna, Austria · University of Cambridge, Department of Applied Mathematics and Theoretical Physics (DAMTP) Cambridge, United Kingdom +1

  45. Structured SIR: Efficient and Expressive Importance-Weighted Inference for High-Dimensional Image Registration

    Mar 18, 2026Ivor J. A. Simpson, Neill D. F. CampbellUncertainty QuantificationImportance Sampling

    Department of Informatics University of Sussex, UK · Department of Computer Science University College London, UK · Department of Computer Science University of Bath, UK

  46. Match4Annotate: Cross-Video Annotation Transfer in Ultrasound via Implicit Feature Flow-Guided Matching

    Mar 6, 2026Zhuorui Zhang, Roger Pallarès-López, Praneeth Namburi +1Medical Image RegistrationUltrasound Imaging

    Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, USA · Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, USA · MIT.nano Immersion Lab, Massachusetts Institute of Technology, Cambridge, USA

  47. NeuralBoneReg: An Instance-Specific Label-Free Point Cloud-Based Method for Multi-Modal Bone Surface Registration

    Nov 18, 2025Luohong Wu, Matthias Seibold, Nicola A. Cavalcanti +5Medical Image RegistrationPoint Cloud Registration

    Research in Orthopedic Computer Science, Balgrist University Hospital, University of Zurich, Lengghalde 5, Zurich, 8008, Zurich, Switzerland · AI Center, ETH Zurich, Ramistrasse 101, Zurich, 8092, Zurich, Switzerland

  48. SHMoAReg: Spark Deformable Image Registration via Spatial Heterogeneous Mixture of Experts and Attention Heads

    Sep 24, 2025Yuxi Zheng, Jianhui Feng, Tianran Li +2Medical Image RegistrationMixture-of-Experts Models

    Institute of Science and Technology for Brain-inspired Intelligence Fudan University Shanghai, China · Department of Radiology Leiden University Medical Center Leiden, The Netherlands

  49. UniReg: Conditional Unified Model for Medical Image Registration

    Mar 17, 2025Zi Li, Jianpeng Zhang, Tai Ma +7HealthcareMedical Image Registration

    Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong SAR, China · DAMO Academy, Alibaba Group · The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China +1

  50. SAMReg: SAM-enabled Image Registration with ROI-based Correspondence

    Oct 17, 2024Shiqi Huang, Tingfa Xu, Ziyi Shen +4Medical Image RegistrationDeformable Image Registration

    University College London, London WC1E 6BT, UK · Beijing Institute of Technology, Beijing 100081, China

  51. A Unified Deep Learning Framework for Motion Correction in Medical Imaging

    Sep 21, 2024Jian Wang, Razieh Faghihpirayesh, Danny Joca +2Medical Image RegistrationDeformable Image Registration

    Boston Children’s Hospital and Harvard Medical School, Boston, MA, USA · Department of Electrical and Computer Engineering at Northeastern University and also with the Department of Radiology at Boston Children’s Hospital, Boston, MA, USA · Department of Radiology at Boston Children’s Hospital and Harvard Medical School, Boston, MA, USA +2

  52. Full-resolution MLPs Empower Medical Dense Prediction

    Nov 28, 2023Mingyuan Meng, Yuxin Xue, Dagan Feng +2Medical Image RegistrationMedical Image Segmentation

    School of Computer Science, The University of Sydney, Australia. · Institute of Translational Medicine, Shanghai Jiao Tong University, China.