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. A multi-agent system for spine MRI report generation from multi-sequence imaging

    Jun 8, 2026Zhiping Xiao, Junwei Yang, Gongbo Sun +12Radiology Report GenerationMedical Imaging Foundation Models

    1Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA · School of Computer Science, Peking University, Beijing, China · Department of Computer Sciences, University of Wisconsin–Madison, Madison, WI, USA +3

  2. Generalized TV--ℓp\ell_p Structured Priors for Bayesian T1T_1 Mapping

    Jun 3, 2026Disi Lin, Martin Berggren, Tommy LöfstedtBayesian Inverse ProblemsMagnetic Resonance Imaging

    Department of Computing Science, Ume˚a University, Sweden

  3. L-TGVN: Leveraging Longitudinal Priors for Personalized Rapid MRI

    Jun 3, 2026Arda Atalık, Sumit Chopra, Daniel K. SodicksonAccelerated MRI ReconstructionMagnetic Resonance Imaging

    NYU Center for Data Science, NY, USA · Center for Advanced Imaging Innovation and Research (CAI²R), Department of Radiology, NYU Grossman School of Medicine, NY, USA · Courant Institute of Mathematical Sciences, NY, USA +1

  4. Motion-Guided Causal Disentanglement for Robust Multi-View Cine Cardiac MRI Diagnosis

    Jun 3, 2026Chuankai Xu, Cristiane De Carvalho Singulane, Mohammad Abuannadi +10Disentangled Representation LearningCausal Representation Learning

    University of Virginia, Charlottesville, VA, USA · University of Chicago, Chicago, IL, USA · Ohio State University, Columbus, OH, USA +5

  5. Prospective Dynamic 3D MRI Reconstruction via Latent-Space Motion Tracking from Single Measurement

    Jun 2, 2026Lixuan Chen, Zhongnan Liu, Jesse Hamilton +3Accelerated MRI ReconstructionMagnetic Resonance Imaging

    University of Michigan

  6. An Attention-Based Denoising Model for Diffusion Weighted Imaging

    Jun 2, 2026Prithviraj Verma, Pawan Kumar, Chandan Deshani +1Magnetic Resonance ImagingDiffusion MRI

    Institute of Infrastructure Technology Research and Management (IITRAM), India · University of Sheffield, United Kingdom

  7. Efficient Transformer-Based Localized Patch Sampling for Choroid Plexus Segmentation in Multiple Sclerosis

    Jun 2, 2026Po-Jui Lu, Alessandro Cagol, Mario Ocampo-Pineda +12Efficient ViTsMagnetic Resonance Imaging

    Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland · Department of Neurology, University Hospital Basel, Basel, Switzerland · Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland +4

  8. Realistic noise synthesis reduces bias and improves tissue microstructure estimation with supervised machine learning

    Jun 1, 2026Bradley G. Karat, Maëliss Jallais, Ali R. Khan +3Parameter EstimationDistribution Shift

    Robarts Research Institute, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Canada · Center for Biomedical Imaging, Department of Radiology, NYU Grossman School of Medicine, New York, New York, USA · Cardiff University Brain Research Imaging Center (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom +3

  9. Personalized 3D Myocardial Infarct Geometry Reconstruction from Cine MRI for Cardiac Digital Twins

    Jun 1, 2026Yilin Lyu, Mark YY Chan, Ching-Hui Sia +13D Reconstruction3D Medical Imaging

    Department of Biomedical Engineering, National University of Singapore, Singapore · Department of Medicine, National University of Singapore, Singapore · Department of Cardiology, National University Heart Centre Singapore, Singapore

  10. AutoIQ: An Ensemble Framework for Automatic Assessment of Geometric Distortion in Prostate Diffusion-Weighted Imaging

    May 29, 2026Haoran Sun, Lixia Wang, Yin-Chen Hsu +13Medical ImagingMagnetic Resonance Imaging

    Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA · Siemens Medical Solutions USA Inc., Los Angeles, CA, USA · Siemens Healthineers AG, Forchheim, Germany +5

  11. MoE-dqINR: A Unified Mixture-of-Experts Implicit Neural Representation Framework for Scan-Specific Dynamic and Quantitative MRI Reconstruction

    May 29, 2026Yinzhe Wu, Fanwen Wang, Zhenxuan Zhang +3Implicit Neural RepresentationsMixture of Experts

    Department of Bioengineering and I-X, Imperial College London, London, SW7 2AZ, United Kingdom · Cardiovascular Research Centre, Royal Brompton Hospital, London, SW3 6NP, United Kingdom · Shanghai Pudong Hospital and Human Phenome Institute, Fudan University, Shanghai, China +3

  12. A physics-informed foundation model for quantitative diffusion MRI

    May 29, 2026Zihan Li, Jialan Zheng, Ziyu Li +18Physics-Informed Diffusion ModelsMedical Imaging Foundation Models

    School of Biomedical Engineering, Tsinghua University, Beijing, China. · Oxford Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom. · Department of Radiology, West China Second University Hospital, Sichuan University, Chengdu, China. +4

  13. Multi-Contrast MRI Motion Correction via Parameter-Informed Disentanglement and Adaptive Experts

    May 29, 2026Honglin Xiong, Yuxian Tang, Feng Li +4Disentangled Representation LearningMagnetic Resonance Imaging

  14. CardioLens: Revealing the Clinical Reality Gap of MLLMs via Multi-Sequence Cardiac MRI Evaluations

    May 28, 2026Zixian Su, Hongkai Zhang, Fan Gao +12Magnetic Resonance ImagingMedical VLMs

    Beijing Academy of Artificial Intelligence · Beijing Anzhen Hospital · Beihang University +1

  15. Enhancing Ultra-low-field MRI with Segmentation-guided Adversarial Learning

    May 27, 2026James Grover, Andrew Phair, Michael Ferraro +1Image EnhancementMagnetic Resonance Imaging

    Image X Institute, Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney

  16. FM-fMRI: Event Conditioned Flow Matching for Rest-to-Task fMRI Time-Series Synthesis

    May 26, 2026Peiyu Duan, Jiyao Wang, Nicha C. Dvornek +4Flow MatchingSynthetic Data Generation

    Department of Biomedical Engineering, Yale University, New Haven, CT, USA · Department of Radiology & Biomedical Imaging, Yale University, New Haven, CT, USA · Department of Electrical Engineering, Yale University, New Haven, CT, USA

  17. SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis

    May 25, 2026Tianyu Zhang, Xinglong Liang, Jarek van Dijk +13Magnetic Resonance ImagingMedical Image Synthesis

    Department of Medical Imaging, Radboud University Medical Center, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands · Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066May CX, Amsterdam, The Netherlands · Maastro Clinic, Dr. Tanslaan 12, 6229 ET, Maastricht, The Netherlands +2

  18. Artifact Correction for Echo-Planar Imaging at Low-Field and Ultra-Low-Field MRI

    May 25, 2026Sisi Qiao, Yilin Yu, Tiecheng Lin +3Magnetic Resonance Imaging

    School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China

  19. Self-Supervised Contrastive Learning for Cardiac MR Sequence Classification

    May 24, 2026Yuli Wang, Hyewon Jung, Dongshen Peng +10Vision TransformerVision Foundation Model Adaptation

    Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA · Department of Electrical and Computer Engineering, Johns Hopkins University,2026 Baltimore, MD, 21218, USA · Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 +4

  20. ULF-Synth: Physics-Guided Ultra-Low-Field MRI Enhancement for Pediatric Neuroimaging

    May 23, 2026Toufiq Musah, Salvatore Calcagno, Federica Proietto Salanitri +3Medical Image Super-ResolutionMagnetic Resonance Imaging

    Kwame Nkrumah University of Science and Technology, Kumasi, Ghana · University of Catania, Catania, Italy · The Hong Kong University of Science and Technology, Hong Kong SAR, China +1

  21. Catching magnetic resonance imaging outliers in artificial intelligence-supported radiotherapy workflows: unsupervised detection and localization of image anomalies using deep learning

    May 23, 2026Mustafa Kadhim, Viktor Rogowski, Emilia Persson +7Medical Image Anomaly DetectionAnomaly Localization

    Medical Radiation Physics, Lund University, Lund, Sweden. · Radiation Physics, Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden. · Medical Radiation Physics, Department of Translational Medicine, Lund University, Malmö, Sweden +4

  22. Robustness of breast lesion segmentation under MRI undersampling improves with k-space-aware deep learning

    May 21, 2026Lukas T. Rotkopf, Marco Schlimbach, Julius C. Holzschuh +3Magnetic Resonance ImagingMedical Image Segmentation

    Institute for AI in Medicine (IKIM), University Hospital Essen, Essen, Germany · Department of Physics, Technical University Dortmund, Dortmund, Germany · 3Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany +4

  23. MotionDPS: Motion-Compensated 3D Brain MRI Reconstruction

    May 21, 2026Antonio Ortiz-Gonzalez, Erich Kobler, Lukas Schletter +1Accelerated MRI ReconstructionMagnetic Resonance Imaging

    Life and Medical Sciences Institute, University of Bonn, Bonn, Germany · Institute for Machine Learning, LIT AI Lab, Department of Virtual Morphology, Clinical Research Institute Medical AI, Johannes Kepler University Linz, Linz, Austria · German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany +1

  24. MRecover: A Conditional Generative Model for Recovering Motion-Corrupted MR images Using AI Generated Contrast

    May 20, 2026Jinghang Li, Tales Santini, Courtney Clark +13Conditional Image GenerationMagnetic Resonance Imaging

    Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania, USA · School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA · Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA +1

  25. Motion-Robust Deep Reconstruction for Free-Breathing Cardiac Cine MRI

    May 20, 2026Mahmut Yurt, Kanghyun Ryu, Zhitao Li +8Accelerated MRI ReconstructionMagnetic Resonance Imaging

    Stanford University · KIST · GE Healthcare

  26. Rapid online deep artifact suppression for real-time spiral bSSFP CMR with blipped-CAIPI simultaneous multi-slice imaging at 1.5 T

    May 18, 2026Julius Åkesson, Iulius Dragonu, Einar Heiberg +6Accelerated MRI ReconstructionMagnetic Resonance Imaging

    1: Centre for Translational Cardiovascular Imaging, Institute of Cardiovascular Science, University College London, London, United Kingdom. · 2: Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden. · 3: Department of Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden. +1

  27. Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

    May 18, 2026Daiqi Liu, Lukas Mulzer, Md Hasan +11Cross-Modality Medical Image SegmentationMagnetic Resonance Imaging

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Smart Imaging Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Harvard Medical School / Massachusetts General Hospital, Boston, USA +3

  28. SIREM: Speech-Informed MRI Reconstruction with Learned Sampling

    May 18, 2026Md Hasan, Nyvenn Castro, Daiqi Liu +6Accelerated MRI ReconstructionMagnetic Resonance Imaging

    1Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · 3Institut für Informationsverarbeitung, Leibniz Universität Hannover, Hannover, Germany +1

  29. VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation

    May 17, 2026Zhipeng Deng, Jiale Zhou, Wenhan Jiang +4Multi-View ConsistencyTest-Time Adaptation

    Westlake University, Hangzhou, China · Hokkaido University, Sapporo, Japan · The Chinese University of Hong Kong, Hong Kong SAR, China +1

  30. Deep Learning for MRI Slice Interpolation: The Critical Role of Problem Formulation

    May 15, 2026Shamit SavantMedical Image Super-ResolutionMagnetic Resonance Imaging

    University of Florida, Gainesville, FL 32611, USA