Deformable Image Registration

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6 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. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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.

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. DrivenMorph: Bridging Attention Mechanism and Variational Image Registration via Difference Modeling

    Jun 29, 2026Mingke Li, Jianping Zhang, Jinqiu Deng3D Medical ImagingExplainable Medical Image Analysis

    School of Mathematics and Computational Science, Hunan Key Laboratory for Computation and Simulation in Science and Engineering, Xiangtan University, Xiangtan, Hunan 411105, P. R. China

  14. Contour-Constrained Deformable Registration with Parameter Characterization for Head and Neck Surgical Guidance

    Jun 18, 2026Qingyun Yang, Jon S. Heiselman, Ayberk Acar +5OncologyPoint Cloud Registration

    Vanderbilt University, Department of Computer Science, 2301 Vanderbilt Pl, Nashville, United States · Vanderbilt University, Department of Biomedical Engineering, 2301 Vanderbilt Pl, Nashville, United States · Vanderbilt University Medical Center, Department of Otolaryngology-Head and Neck Surgery, 1211 Medical Center Drive, Nashville, United States

  15. Neural Phase Correlation

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

    Weyl Labs

  16. 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

  17. An Uncertainty Estimation Framework for Dose Accumulation in Adaptive Radiotherapy: Application to CBCT-Guided Radiotherapy for Cervical Cancer

    Jun 9, 2026Cedric Hemon, Delphine Lebret, Jean-Claude Nunes +8Uncertainty QuantificationOncology

    Univ. Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR 1099, F-35000 Rennes, France · Department of Radiation Oncology, Centre Georges-Francois Leclerc, F-21000 Dijon, France · Institut de Cancérologie de l’Ouest–Site Paul Papin, F-49000 Angers, France +1

  18. A practical probabilistic framework for deformable image registration uncertainty in radiotherapy dose propagation

    Jun 8, 2026Stefan Heldmann, Sven Kuckertz, Nasim Givehchi +4Uncertainty QuantificationOncology

    Fraunhofer Institute for Digital Medicine MEVIS, Lübeck, Germany · Varian, a Siemens Healthineers company, Dättwil, Switzerland · Icon Group, South Brisbane, QLD, Australia

  19. What neurosurgeons need to see: synthetic intra-operative MRI from ultrasound for brain-shift compensation in brain tumour surgery

    Jun 3, 2026Santiago Cepeda, Olga Esteban-Sinovas, Ignacio Arrese +1Medical Image SynthesisDeformable Image Registration

    Department of Neurosurgery, Neurovascular Unit Río Hortega University Hospital, Valladolid, Spain · Specialized Group in Biomedical Imaging and Computational Analysis (GEIBAC)2026 Instituto de Investigación Biosanitaria de Valladolid (IBioVALL), Valladolid, Spain

  20. 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

  21. 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

  22. Uncertainty-aware Spatial-Frequency Registration and Fusion for Infrared and Visible Images

    May 13, 2026Xingyuan Li, Haoyuan Xu, Xingyue Zhu +4Multi-Source Image FusionInfrared-Visible Image Fusion

    Dalian University of Technology · Northwestern Polytechnical University · Dalian Maritime University

  23. TAR: Text Semantic Assisted Cross-modal Image Registration Framework for Optical and SAR Images

    May 12, 2026Zhuoyu Cai, Dou Quan, Ning Huyan +3Remote SensingSynthetic Aperture Radar

    Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, School of Artificial Intelligence, Xidian University, Xi’an 710071, China

  24. 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

  25. 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

  26. 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

  27. 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

  28. Domain Elastic Transform: Bayesian Function Registration for High-Dimensional Scientific Data

    Mar 22, 2026Osamu Hirose, Emanuele RodolaSpatial TranscriptomicsDeformable Image Registration

    Institute of Science and Engineering, Kanazawa University, Kakuma, Kanazawa, Ishikawa 920-1192, Japan · Department of Computer Science, Sapienza University of Rome, Italy

  29. 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

  30. Data-Driven Registration and Modeling of Brain Deformation for Image-Guided Neurosurgery: A Systematic Review

    Feb 9, 2026Tiago Assis, Colin P. Galvin, Joshua P. Castillo +12NeuroimagingDeformable Image Registration

    LASIGE, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal · Department of Neurosurgery and Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA · Gina Cody School of Engineering and Computer Science, Concordia University, Montreal, QC H3G 2W1, Canada +5

  31. 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

  32. 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

  33. 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

  34. 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