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. 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

  10. 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.

  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