Magnetic Resonance Imaging

Also known as MRI

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Latest papers 236

29 papers in the last four weeks, up 4% on the four weeks before. 0.2% of all new papers.

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  1. Rotation Equivariant Convolutions in Deformable Registration of Brain MRI

    Apr 9, 2026Arghavan Rezvani, Kun Han, Anthony T. Wu +2Medical Image RegistrationDeformable Image Registration

    University of California, Irvine

  2. Energy-based Tissue Manifolds for Longitudinal Multiparametric MRI Analysis

    Apr 8, 2026Kartikay Tehlan, Lukas Förner, Sina Wendrich +5Longitudinal Medical Image AnalysisMagnetic Resonance Imaging

    Dept. of diagnostic and interventional Radiology and Neuroradiology, University Hospital Augsburg, Germany · Digital Medicine, University Hospital Augsburg, Germany · Chair for Computer Aided Medical Procedures and Augmented Reality, Technical University of Munich, Germany +3

  3. Vision-Language Model-Guided Deep Unrolling Enables Personalized, Fast MRI

    Apr 8, 2026Fangmao Ju, Yuzhu He, Zhiwen Xue +2Magnetic Resonance ImagingAccelerated MRI Reconstruction

    School of Mathematics and Statistics, Xi’an Jiaotong University, No.28, Xianning West Road, Xi’an, 710049, Shaanxi, China. · Research Center for Intelligent Medical Equipment and Devices (IMED), Xi’an Jiaotong University, No.28, Xianning West Road, Xi’an, 710049, Shaanxi, China. · Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, No.28, Xianning West Road, Xi’an, 710049, Shaanxi, China.

  4. Spatiotemporal Gaussian representation-based dynamic reconstruction and motion estimation framework for time-resolved volumetric MR imaging (DREME-GSMR)

    Apr 7, 2026Jiacheng Xie, Hua-Chieh Shao, Can Wu +7Medical Image AnalysisMagnetic Resonance Imaging

    The Advanced Imaging and Informatics for Radiation Therapy (AIRT) Laboratory · The Medical Artificial Intelligence and Automation (MAIA) Laboratory · Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA

  5. HyperFitS -- Hypernetwork Fitting Spectra for metabolic quantification of 1{}^1H MR spectroscopic imaging

    Apr 3, 2026Paul J. Weiser, Gulnur Ungan, Amirmohammad Shamaei +5Magnetic Resonance ImagingHypernetworks

    Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA · Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA · Computational Imaging Research Lab – Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria +4

  6. Automated Prostate Gland Segmentation in MRI Using nnU-Net

    Apr 2, 2026Pablo Rodriguez-Belenguer, Gloria Ribas, Javier Aquerreta Escribano +3Medical Image SegmentationMagnetic Resonance Imaging

    Biomedical Imaging Research Group (GIBI230), Instituto de Investigación Sanitaria La Fe, Valencia, Spain

  7. Maximizing T2-Only Prostate Cancer Localization from Expected Diffusion Weighted Imaging

    Apr 1, 2026Weixi Yi, Yipei Wang, Wen Yan +10Medical Image LocalizationMagnetic Resonance Imaging

    the UCL Hawkes Institute and the Department of Medical Physics and Biomedical Engineering, University College London, London, UK · the Centre for Medical Imaging, University College London, London, UK · the Division of Surgery & Interventional Science, University College London, London, UK +2

  8. Automated Detection of Multiple Sclerosis Lesions on 7-tesla MRI Using U-net and Transformer-based Segmentation

    Apr 1, 2026Michael Maynord, Minghui Liu, Cornelia Fermüller +4Medical Image Segmentation3D Medical Image Segmentation

    Department of Computer, Science University of Maryland College Park, College Park, 20742, MD, USA · Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA · Baltimore VA Medical Center, VA Maryland Healthcare System, Baltimore, MD, 21201, USA

  9. SANA I2I: A Text Free Flow Matching Framework for Paired Image to Image Translation with a Case Study in Fetal MRI Artifact Reduction

    Mar 31, 2026Italo Felix Santos, Gilson Antonio Giraldi, Heron Werner JuniorImage-to-Image TranslationConditional Image Generation

    National Laboratory for Scientific Computing - LNCC · Biodesign Laboratory Dasa

  10. Unsupervised 4D Flow MRI Velocity Enhancement and Unwrapping Using Divergence-Free Neural Networks

    Mar 31, 2026Javier Bisbal, Julio Sotelo, Hernán Mella +8Magnetic Resonance ImagingCardiac MRI

    Biomedical Imaging Center, Pontificia Universidad Católica de Chile (PUC), Santiago, Chile · Department of Electrical Engineering, PUC, Santiago, Chile · Millennium Institute for Intelligent Healthcare Engineering, iHEALTH, Santiago, Chile +8

  11. Training deep learning based dynamic MR image reconstruction using synthetic fractals

    Mar 31, 2026Anirudh Raman, Olivier Jaubert, Mark Wrobel +8Image ReconstructionMagnetic Resonance Imaging

    UCL Centre for Translational Cardiovascular Imaging, University College London, 30 Guilford St, London, WC1N 1EH, UK · Department of Cardiology, Royal Free London NHS Foundation Trust, London, NW3 2QG, UK · Institute of Cardiovascular Science, University College London, London, WC1E 6HX, UK

  12. Brain MR Image Synthesis with 3D Multi-Contrast Self-Attention GAN

    Mar 31, 2026Zaid A. Abod, Furqan AzizMedical Image Synthesis3D Medical Imaging

    School of Computing and Mathematical Sciences, University of Leicester, Leicester, United Kingdom.

  13. MRI-to-CT synthesis using drifting models

    Mar 30, 2026Qing Lyu, Jianxu Wang, Jeremy Hudson +2Medical Image SynthesisDrifting Models

    Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT · Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY

  14. Weakly Convex Ridge Regularization for 3D Non-Cartesian MRI Reconstruction

    Mar 28, 2026German Shâma Wache, Chaithya G R, Asma Tanabene +1Accelerated MRI ReconstructionMagnetic Resonance Imaging

    Faculty of Mathematics, Chemnitz University of Technology, Germany · NeuroSpin, Frédéric Joliot Institute for Life Sciences, CEA Paris-Saclay, France · MIND, Inria Saclay Centre, France +1

  15. Subject-Specific Low-Field MRI Synthesis via a Neural Operator

    Mar 26, 2026Ziqi Gao, Nicha Dvornek, Xiaoran Zhang +3Magnetic Resonance ImagingMedical Image Synthesis

    Departments of Biomedical Engineering, Yale University · Department of Radiology & Biomedical Imaging, Yale University

  16. Single-Subject Multi-View MRI Super-Resolution via Implicit Neural Representations

    Mar 23, 2026Heejong Kim, Abhishek Thanki, Roel van Herten +2Medical Image Super-ResolutionImage Super-Resolution

    Department of Radiology, Weill Cornell Medicine, New York, USA · Weill Cornell Graduate School of Medical Sciences, New York, USA · School of Electrical and Computer Engineering, Cornell University and Cornell Tech, New York, USA

  17. Anatomical Token Uncertainty for Transformer-Guided Active MRI Acquisition

    Mar 23, 2026Lev Ayzenberg, Shady Abu-Hussein, Raja Giryes +1Magnetic Resonance ImagingAccelerated MRI Reconstruction

    Tel Aviv University, Faculty of Engineering, Tel Aviv, Israel · University of Cambridge, Department of Engineering, Cambridge, UK

  18. TuLaBM: Tumor-Biased Latent Bridge Matching for Contrast-Enhanced MRI Synthesis

    Mar 19, 2026Atharva Rege, Adinath Madhavrao Dukre, Numan Balci +2Medical Image SynthesisMagnetic Resonance Imaging

    MBZUAI, Abu Dhabi, UAE · National Institute of Technology Karnataka, Surathkal, India · Cleveland Clinic Abu Dhabi, UAE +1

  19. SA-CycleGAN-2.5D: Self-Attention CycleGAN with Tri-Planar Context for Multi-Site MRI Harmonization

    Mar 17, 2026Ishrith Gowda, Chunwei LiuMagnetic Resonance ImagingUnsupervised Domain Adaptation

    Department of Electrical Engineering and Computer Sciences University of California, Berkeley Berkeley, CA 94720 · Department of Computer Science Purdue University West Lafayette, IN 47907

  20. SuCor: Susceptibility Distortion Correction via Parameter-Free and Self-Regularized Optimal Transport

    Mar 17, 2026Sreekar Chigurupati, Eleftherios GaryfallidisMagnetic Resonance ImagingNeuroimaging

    Intelligent Systems Engineering, Indiana University, Bloomington, Indiana, USA.

  21. Comparative Analysis of 3D Convolutional and 2.5D Slice-Conditioned U-Net Architectures for MRI Super-Resolution via Elucidated Diffusion Models

    Mar 15, 2026Hendrik Chiche, Ludovic Corcos, Logan RougeMedical Image Super-ResolutionMedical Image Analysis

    GENCI (Grand Équipement National de Calcul Intensif), France

  22. Low-Field Magnetic Resonance Image Enhancement using Undersampled k-Space

    Mar 14, 2026Daniel Tweneboah Anyimadu, Mohammed Abdalla, Mohammed M. Abdelsamea +1Magnetic Resonance ImagingMedical Image Super-Resolution

    Department of Computer Science, University of Exeter, United Kingdom · Neurology Department, Royal Devon and Exeter Hospital, Exeter, United Kingdom · UCL Hawkes Institute, Department of Computer Science, University College London, London, United Kingdom

  23. Low-Field Magnetic Resonance Image Quality Enhancement using Undersampled k-Space and Out-of-Distribution Generalisation

    Mar 14, 2026Daniel Tweneboah Anyimadu, Mohammed M. Abdelsamea, Ahmed Karam EldalyMagnetic Resonance ImagingAccelerated MRI Reconstruction

    Department of Computer Science, University of Exeter, Exeter, United Kingdom · UCL Hawkes Institute, Department of Computer Science, University College London, London, United Kingdom

  24. Bootstrapped Physically-Primed Neural Networks for Robust T2 Distribution Estimation in Low-SNR Pancreatic MRI

    Mar 14, 2026Hadas Ben Atya, Nicole Abramenkov, Noa Mashiah +4Magnetic Resonance ImagingRobust Estimation

    Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, Israel · Pattern Recognition Lab, Friedrich-Alexander-Universität, Erlangen, Germany. · The May-Blum-Dahl MRI Research Center, Faculty of Biomedical Engineering, Technion- IIT, Haifa, Israel +1

  25. Accelerating Stroke MRI with Diffusion Probabilistic Models through Large-Scale Pre-training and Target-Specific Fine-Tuning

    Mar 13, 2026Yamin Arefeen, Sidharth Kumar, Steven Warach +2Accelerated MRI ReconstructionMagnetic Resonance Imaging

    Chandra Family Department of Electrical and Computer Engineering The University of Texas at Austin Austin, TX, USA · Department of Imaging Physics MD Anderson Cancer Center Houston, TX, USA · Dell Medical School Department of Neurology The University of Texas at Austin Austin, TX, USA +3

  26. ReDiff: Reliability-Guided Diffusion for Trustworthy Ultra-Low-Field to High-Field MRI Synthesis

    Mar 11, 2026Zhenxuan Zhang, Peiyuan Jing, Ruicheng Yuan +9Medical Image SynthesisMagnetic Resonance Imaging

    Department of Bioengineering and Imperial-X, Imperial College London, London, UK · Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia · National Heart and Lung Institute, Imperial College London, London SW7 2AZ, UK +2

  27. MRI2Qmap: multi-parametric quantitative mapping with MRI-driven denoising priors

    Mar 11, 2026Mohammad Golbabaee, Matteo Cencini, Carolin Pirkl +3Magnetic Resonance ImagingAccelerated MRI Reconstruction

    University of Bristol · IRCCS Fondazione Stella Maris · GE Healthcare +2

  28. Physics-Driven 3D Gaussian Rendering for Zero-Shot MRI Super-Resolution

    Mar 10, 2026Shuting Liu, Lei Zhang, Wei Huang +2Medical Image Super-ResolutionMagnetic Resonance Imaging

    School of Artificial Intelligence, Sichuan University, Chengdu 610065, China · Institute of High Performance Computing, A*STAR, Singapore 138632

  29. UniField: A Unified Field-Aware MRI Enhancement Framework

    Mar 10, 2026Yiyang Lin, Chenhui Wang, Zhihao Peng +1Medical Image Super-ResolutionMagnetic Resonance Imaging

    Department of Electronic Engineering, the Chinese University of Hong Kong · The Institute of Science and Technology for Brain-inspired Intelligence, Fudan University

  30. Agentic LLM Workflow for MR Spectroscopy Volume-of-Interest Placements in Brain Tumors

    Mar 9, 2026Sangyoon Lee, Francesca Branzoli, Małgorzata Marjańska +1Brain MRIMagnetic Resonance Imaging

    Center for Magnetic Resonance Research, University of Minnesota · ICM – Paris Brain Institute