Brain MRI

MRI: Magnetic Resonance Imaging

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12 papers in the last four weeks, up 20% on the four weeks before. 0.1% of all new papers.

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  1. Identity-Duplication Auditing in National-Scale Neuroimaging Repositories

    Oct 7, 2026Jiheng Li, Michael E. Kim, Trent M. Schwartz +19NeuroimagingBrain MRI

    HABS-HD · Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA · AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA, USA +2

  2. Zero-Shot Brain MRI Inpainting with 2.5D Unconditional Flow Priors

    Oct 6, 2026Arnela Hadzic, Franz Thaler, Simon Johannes Joham +1Image InpaintingMedical Image Synthesis

    Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria

  3. BrainTRACE: Tracing Longitudinal, Multimodal, and Volumetric Evidence in Brain MRI Clinical Reasoning

    Oct 5, 2026Qizhen Lan, Mengchen Fan, Hang Zhang +5VLM Evaluation3D Medical Imaging

    University of Texas Health Science Center at Houston · University of Alabama at Birmingham · University of Pittsburgh +3

  4. NeuroCBIR: A Fast and Accurate Image Retrieval System for Whole-Brain and Region-Specific MRI

    Oct 5, 2026Felix Nieto-del-Amor, Jingru Fu, J. -Sebastian Muehlboeck +3Medical Image Representation LearningBrain MRI

  5. MIRTO: a registration-gated, multiverse-tested evaluation protocol for unsupervised anomaly segmentation in brain MRI

    Oct 1, 2026Negin Kafee Hernashki, Soumick ChatterjeeAnomaly LocalizationUnsupervised Anomaly Detection

    Università degli Studi di Milano, Milan, Italy · Politecnico di Milano, Milan, Italy · Human Technopole, Milan, Italy +1

  6. Surface-volume self-supervised representation learning of brain MRI for genetic discovery

    Oct 1, 2026Tian Xia, Nuo Chen, Zihao Zhu +4Self-Supervised LearningMedical Image Representation Learning

    D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, US. · Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, US. · Department of Electrical and Computer Engineering, Texas A&M University, College Station, US. +1

  7. Scores That Hold, Benchmarks That Leak: Measuring Dataset Contamination in Public Brain-Tumor MRI Classification

    Sep 30, 2026Bhanu Prakash Vangala, Sowmya Guda, Latha Peddi +1Data LeakageBenchmark Contamination

    Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211 USA · Government Degree College (Autonomous), Siddipet, Telangana 502103, India · Amar Biotech Private Limited, Kondapur, Hyderabad, Telangana 500084, India

  8. MRI Super-Resolution with RCDM/WaveMix and Task-Aware Segmentation

    Sep 30, 2026Kavitha Viswanathan, Harsh Choudhary, Amit SethiMedical Image AnalysisMedical Image Super-Resolution

    Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai 400 076, India

  9. Reduce, Then Encode: Multiscale Volumetric Reduction for 2D Foundation Models in Brain MRI

    Sep 28, 2026Dexuan Ding, Yuankai Qi, Bogong Wang +2Medical Imaging Foundation ModelsDimensionality Reduction

    Macquarie University · Australian National University · University of Sydney

  10. Evidence Before Accuracy: A MRI-PET Fusion Network for Alzheimer Disease Classification with Causal Regional Validation

    Sep 28, 2026Saeid Firouzi Daghigh, Saeed AyatAlzheimer's Disease ClassificationExplainable Medical Image Analysis

    Department of Computer Engineering and Information Technology, Payame Noor University, Tehran, Iran

  11. WebMRIQC: A Web-Based Implementation of MRIQC for Accessible MRI Image Quality Assessment in Resource-Constrained Settings

    Sep 21, 2026Philip Nkwam, Ifeoluwa Oladeji, Sekinat Zurakat-Aderibigbe +9Medical Image AnalysisMagnetic Resonance Imaging

    Department of Radiography, Faculty of Health Professions, College of Medicine, University of Lagos, Nigeria. · Medical Artificial Intelligence Laboratory, Crestview Radiology Ltd., Lagos, Nigeria. · Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, Canada. +3

  12. Evaluating the Generalization of Neuroimaging Foundation Models on African Brain MRI

    Sep 21, 2026Oluwatobi Iyanuoluwa Akinmuleya, Olatokun Shamsudeen Akano, Samuel Danquah Ankapong +2Medical Imaging Foundation ModelsDomain Generalization

    Department of Medicine, Shenyang Medical College, Shenyang, China · College of Medicine, University of Ibadan, Ibadan, Nigeria · University of Ghana, Accra, Ghana +2

  13. Fast Cross-Strength Multi-Contrast Brain MRI Translation using Latent Bridge Matching

    Sep 17, 2026Siddharth Srivastava, Till BretschneiderMagnetic Resonance ImagingMedical Image Synthesis

    University of Warwick, United Kingdom

  14. Brain-PACE: A Deep Siamese MRI Framework for Modelling Longitudinal Brain Acceleration

    Sep 11, 2026Samuel Maddox (School of Computing Sciences, University of East Anglia), Jacob Newman (School of Computing Sciences +8Alzheimer's DiseaseBrain Age Prediction

    School of Computing Sciences, University of East Anglia Norwich Research Park, Norwich, NR4 7TJ, UK · Norwich Medical School, University of East Anglia Norwich Research Park, Norwich, NR4 7TJ, UK

  15. Scale-Aware 3D Deep Learning for Robust Brain Metastasis Detection in Multimodal MRI

    Sep 9, 2026Sylvain Jaume, Hongming Wang, Simon K. Warfield3D Medical Imaging3D Medical Image Segmentation

    Massachusetts Institute of Technology · Harvard University · Boston Children’s Hospital, Harvard Medical School

  16. Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation

    Sep 7, 2026Pushpendra Singh, Joshua R. Astley, Roman Rodionov +3Medical Image SegmentationNeuroimaging

    School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK · School of Biomedical Engineering and Imaging Sciences, King’s College London, London, UK · Department of Epilepsy, Queen Square Institute of Neurology, University College London, London, UK

  17. LoFi RADIO: A Distilled In-Domain Backbone Applied for Artifact-Severity Grading of Ultra-Low-Field Neonatal Brain MR

    Sep 2, 2026Jonathan B. Martin, Yashwant Kurmi, Charlotte R. SappoMedical Image AnalysisMagnetic Resonance Imaging

    Vanderbilt University Institute of Imaging Science, Nashville, TN, USA

  18. The Diagnosis a Reporter Leaves Unspoken: Surfacing Frozen Tumor Features for Brain-Tumor MRI Reporting

    Sep 2, 2026Khawaja Murad ul Hassan, Ruqiyya Adil, Adil Qayyum +4Radiology Report GenerationBrain MRI

    National University of Sciences and Technology, Islamabad, Pakistan · Consultant Radiologist, Rawalpindi, Pakistan · Bahria University Health Sciences Campus, Islamabad, Pakistan +1

  19. ORB-SVM : An Innovative Hybrid Framework for Efficient Brain Tumor Detection from MRI Scans

    Sep 2, 2026Amirhosein AzarpourMedical Image AnalysisBrain MRI

    Department of Computer Science Shahid Beheshti University Tehran, Iran

  20. SliceBridge: context-consistent repair of corrupted slice intervals in T1-weighted MRI

    Sep 1, 2026Jiheng Li, Michael E. Kim, Trent Schwartz +6Magnetic Resonance ImagingImage Restoration

    Department of Computer Science, Vanderbilt University, Nashville, TN, USA · Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA · Vanderbilt Memory and Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN, USA

  21. Conditional Flow Matching for Cross-Field MRI Harmonisation

    Sep 1, 2026Baris Imre, Aram Salehi, Levente Baljer +3Conditional Flow MatchingMagnetic Resonance Imaging

    Division of Image Processing, Department of Radiology, Leiden University Medical Center · Department of Human Genetics, Radboud University Medical Center · Department of Radiology, Leiden University Medical Center +2

  22. BrainDiff: Longitudinal Report Generation for Multimodal Brain MRI

    Sep 1, 2026Krish Patel, Peirong LiuRadiology Report GenerationLongitudinal Medical Image Analysis

    Department of Electrical and Computer Engineering, Data Science and AI Institute, Johns Hopkins University

  23. Tissue-Mixture Entropy-Weighted Reconstruction for Partial-Volume-Aware Brain MRI Super-Resolution

    Aug 27, 2026Xiao Tong, Wenyun Yang, Ziheng Zhang +3Medical Image Super-ResolutionBrain MRI

    aState Key Laboratory of Artificial Microstructure and Mesoscopic Physics, School of Physics, Peking University, Beijing, 100871, P. R. China · bWeihai Institute of Oceanology, Peking University, Weihai, 264209, P. R. China · cBeijing MagnVue Medix Co., Ltd., Beijing, 100085, P. R. China

  24. AnaDiffusion: Anatomically CompositionalLatent Diffusion for Controllable 3D Brain MRI Generation

    Aug 24, 2026Huiwen Han, Lulin Liu, Bangya Liu +8Compositional Image GenerationMedical Image Synthesis

    Stanford University · Texas A&M University · University of Minnesota +4

  25. Frozen Brain-MRI Foundation Models Are Site Fingerprints

    Aug 10, 2026Saman RahbarMedical ImagingMedical Imaging Foundation Models

    University of British Columbia, Vancouver, Canada

  26. Motion Artifact-Aware Self-Supervised Representation Learning for 3D Brain MRI Motion Artifact Reduction

    Aug 10, 2026Mojtaba Safari, Shansong Wang, Zach Eidex +4Magnetic Resonance ImagingMedical Image Representation Learning

    Department of Radiation and Cellular Oncology, The University of Chicago, Chicago, IL, USA · Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, USA · Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA +1

  27. MRI super-resolution in ten sampling steps using a diffusion bridge model

    Aug 9, 2026Mojtaba Safari, Hang Yu, Zach Eidex +10Medical Image Super-ResolutionDiffusion-Based Inverse Problems

    Department of Radiation and Cellular Oncology, The University of Chicago, Chicago, IL, United States · Department of Physics and Astronomy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States · Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States +3

  28. Anatomically Consistent Cross-Contrast Super-Resolution of Anisotropic Brain T2w MRI

    Aug 9, 2026Mengqi Shen, Haicheng Wang, Meghna Trivedi +4Medical Image Super-ResolutionBrain MRI

    Data Science Institute, Columbia University, New York, NY, USA · Department of Mechanical and Materials Engineering, University of Cincinnati, Cincinnati, OH, USA · Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA +2

  29. A continually expandable foundation model for brain MRI

    Aug 8, 2026Michail Mamalakis, Carmen Jimenez-Mesa, Yonghao Li +8Medical Imaging Foundation ModelsContinual Learning

    1*Cancer Research UK Cambridge Institute, University of Cambridge Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, Cambridgeshire, United Kingdom. · Department of Computer Science and Technology, University of Cambridge, 15 JJ Thomson Ave, Cambridge, CB3 0FD, Cambridgeshire, United Kingdom. · Department of Psychiatry, University of Cambridge, Hills Road, Cambridge, CB2 2QQ, Cambridgeshire, United Kingdom. +7

  30. 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