Brain MRI

MRI: Magnetic Resonance Imaging

Ask about this topic

Momentum

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

Jul 13Week of Sep 28
View on map

Latest papers 89

All topics
CardsList

  1. Rethinking Evaluation of Multiple Sclerosis (MS) Lesion Segmentation Models

    May 10, 2026Abdul Basit, Ashir Rashid, Muhammad Abdullah Hanif +1Medical Image SegmentationBrain MRI

    eBRAIN Lab, Division of Engineering, New York University (NYU) Abu Dhabi, Abu Dhabi, UAE

  2. Annotation-free deep learning for detection and segmentation of fetal germinal matrix-intraventricular hemorrhage in brain MRI

    May 10, 2026Mingxuan Liu, Yingqi Hao, Yi Liao +17Medical Image Anomaly DetectionMedical Image Segmentation

    Department of Radiology, West China Second University Hospital, Sichuan University, Chengdu, China · School of Biomedical Engineering, Tsinghua Medicine, Tsinghua University, Beijing, China · Department of Radiology, Sichuan Provincial Women’s and Children’s Hospital, The Affiliated Women’s and Children’s Hospital of Chengdu Medical College, Chengdu, China +3

  3. AGA3DNet: Anatomy-Guided Gaussian Priors with Multi-view xLSTM for 3D Brain MRI Subtype Classification

    May 8, 2026Peiyu Duan, Xueqi Guo, Sepehr Farhand +5Medical Image AnalysisMedical Image Classification

    1Yale University · 2Siemens Healthineers · 3Purdue University

  4. MK-ResRecon: Multi-Kernel Residual Framework for Texture-Aware 3D MRI Refinement from Sparse 2D Slices

    May 5, 2026Prajyot Pyati, Sapna Sachan, Amulya Kumar Mahto +13D Medical ImagingImage Reconstruction

    Indian Institute of Technology, Guwahati · All India Institute of Medical Sciences, Guwahati

  5. SIAM: Head and Brain MRI Segmentation from Few High-Quality Templates via Synthetic Training

    May 4, 2026Romain Valabregue, Ines Khemir, Eric Badinet +3Domain RandomizationMedical Image Segmentation

    Sorbonne Universit´e, Institut du Cerveau - Paris Brain Institute ICM, CNRS, Inria, Inserm, AP-HP, Hˆopital de la Piti´e Salpˆetri`ere, F-75013, Paris, France · IMT Atlantique, LaTIM INSERM U1101, Brest, France · Aix-Marseille Universit´e, CNRS, Institut de Neurosciences de la Timone, UMR 7289, Marseille, France

  6. InfiltrNet: Dual-Branch CNN-Transformer Architecture for Brain Tumor Infiltration Risk Prediction

    May 4, 2026S M Asif Hossain, Shruti KshirsagarHybrid CNN-Transformer ArchitecturesMedical Image Analysis

    School of Computing, Wichita State University, Wichita, Kansas, USA

  7. GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models

    May 3, 2026Favour Nerrise, Lucy Yin, Mohammad H. Abbasi +2Alzheimer's DiseaseMedical Imaging Foundation Models

    Stanford University · Stanford University, CA

  8. A Target-Free Harmonization Method for MRI

    May 2, 2026Minjun Kim, Dong Ju Mun, Hwihun Jeong +4Medical Image AnalysisMagnetic Resonance Imaging

    Department of Electrical and Computer Engineering, Seoul National University, Seoul, Republic of Korea · Department of Electrical and Computer Engineering, Seoul National University, Seoul, 08826, Republic of Korea · Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA +2

  9. BrainDINO: A Brain MRI Foundation Model for Generalizable Clinical Representation Learning

    Apr 30, 2026Yizhou Wu, Shansong Wang, Yuheng Li +5Medical Imaging Foundation ModelsSelf-Supervised Pre-Training

    Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, USA. · Department of Radiation and Cellular Oncology, The University of Chicago, Chicago, IL, USA. · Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA. +2

  10. CNN-ViT Fusion with Adaptive Attention Gate for Brain Tumor MRI Classification: A Hybrid Deep Learning Model

    Apr 25, 2026Syed Ibad Hasnain, Muhammad Faris, Hafiza Syeda Yusra Tirmizi +2Hybrid CNN-Transformer ArchitecturesMedical Image Classification

    Department of Biomedical Engineering Hamdard University Karachi, Pakistan. · Department of Biomedical Engineering Sir Syed University Karachi, Pakistan.

  11. an interpretable vision transformer framework for automated brain tumor classification

    Apr 23, 2026Chinedu Emmanuel Mbonu, Tochukwu Sunday Belonwu, Okwuchukwu Ejike Chukwuogo +1Vision TransformerMedical Image Classification

    Department of Computer Science, Nazarbayev University, Astana · Department of Computer Science, Nnamdi Azikiwe University, Nigeria

  12. CAHAL: Clinically Applicable resolution enHAncement for Low-resolution MRI scans

    Apr 20, 2026Sergio Morell-Ortega, Ángela González-Cebrián, Boris Mansencal +8Medical Image Super-ResolutionBrain MRI

    Instituto de Aplicaciones de las Tecnologías de la Información y de las Comunicaciones Avanzadas (ITACA), Universitat Politècnica de València, Camino de Vera s/n, 46022, Valencia, Spain · CNRS, Univ. Bordeaux, Bordeaux INP, LABRI, UMR5800, in2brain, F-33400 Talence, France · Department of Psychobiology, Faculty of Psychology, Universitat de Valencia, Valencia, Spain +6

  13. Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis

    Apr 17, 2026Ayhan Can Erdur, Daniel Scholz, Jiazhen Pan +3Medical Image AnalysisLongitudinal Medical Image Analysis

    Department of Radiation Oncology, TUM University Hospital, Munich, Germany · Chair for AI in Healthcare and Medicine, Technical University of Munich (TUM) and TUM University Hospital, Munich, Germany · Chair for AI for Image-Guided Diagnosis and Therapy, Technical University of Munich (TUM) and TUM University Hospital, Munich, Germany +3

  14. A Two-Stage Multi-Modal MRI Framework for Lifespan Brain Age Prediction

    Apr 17, 2026Dingyi Zhang, Ruiying Liu, Yun WangBrain Age PredictionNeuroimaging

    Department of Computer Science, Emory University, Atlanta, GA, USA · Department of Biomedical Informatics, Emory University, Atlanta, GA, USA

  15. Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset

    Apr 17, 2026Prabin Bohara, Pralhad Kumar Shrestha, Arpan Rai +8Medical Image SegmentationOncology

    Institute of Engineering, Thapathali Campus, Nepal · Gandaki College of Engineering and Science, Pokhara University, Pokhara, Nepal · Nepal Engineering College, Changunarayan-4, Bhaktapur, Nepal +9

  16. CLIMB: Controllable Longitudinal Brain Image Generation using Mamba-based Latent Diffusion Model and Gaussian-aligned Autoencoder

    Apr 17, 2026Duy-Phuong Dao, Muhammad Taqiyuddin, Jahae Kim +4Latent Diffusion ModelsLongitudinal Medical Image Analysis

    Department of Artificial Intelligence Convergence, Chonnam National University, South Korea · Department of Nuclear Medicine, Chonnam National University, South Korea · University of South Australia, Australia +2

  17. Improved Multiscale Structural Mapping with Supervertex Vision Transformer for the Detection of Alzheimer's Disease Neurodegeneration

    Apr 16, 2026Geonwoo Baek, David H. Salat, Ikbeom JangAlzheimer's DiseaseVision Transformer

    Department of Computer Science & Engineering, Hankuk University of Foreign Studies, Seoul, Republic of Korea · Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, USA · Department of Radiology, Harvard Medical School, Boston, MA, USA +1

  18. Generative Modeling of Complex-Valued Brain MRI Data

    Apr 16, 2026Marco Schlimbach, Moritz Rempe, Jessica Mnischek +4Medical Image SynthesisBrain MRI

    Department of Physics, Technical University Dortmund, Otto-Hahn-Straße 4a, 44227 Dortmund, Germany · Institute for AI in Medicine (IKIM), University Hospital Essen, Girardetstraße 2, 45131 Essen, Germany · 3Cancer Research Center Cologne Essen (CCCE), University Medicine Essen, Hufelandstraße 55, 45147 Essen, Germany +4

  19. Understanding Sources of Demographic Predictability in Brain MRI via Disentangling Anatomy and Contrast

    Mar 4, 2026Mehmet Yigit Avci, Akshit Achara, Andrew King +1Medical Image AnalysisAlgorithmic Bias

    and for the Alzheimer's Disease Neuroimaging Initiative · School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK

  20. BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet

    Nov 17, 2025Min Gu Kwak, Yeonju Lee, Hairong Wang +2Diffusion Models for Image RestorationMedical Image Synthesis

    Department of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, USA · H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA,2026 USA · Operations Research and Industrial Engineering, Cockrell School of Engineering, University of Texas at Austin, Austin, TX, USAJul +2

  21. Uncertain but Useful: Leveraging CNN Training Variability into Data Augmentation

    Sep 5, 2025Inés Gonzalez-Pepe, Vinuyan Sivakolunthu, Yohan Chatelain +1Image SegmentationData Augmentation

    Department of Computer Science Concordia University Montreal, QC H3G 1M8, Canada · Department of Computer Science Concordia University2026 Montreal, QC H3G 1M8, Canada · Krembil Centre for Neuroinformatics Centre for Addiction and Mental Health Toronto, ON M5T 0S8, Canada +1

  22. Achieving detailed medial temporal lobe segmentation with upsampled isotropic training from implicit neural representation

    Aug 24, 2025Yue Li, Pulkit Khandelwal, Rohit Jena +8Alzheimer's DiseaseImage Segmentation

    University of Pennsylvania, Philadelphia, United States · Siemens Healthineers, Princeton, United States · Lund University, Lund, Sweden

  23. Predicting brain tumour enhancement from non-contrast MR imaging with artificial intelligence: a multi-cohort retrospective diagnostic accuracy study

    Aug 19, 2025James K Ruffle, Samia Mohinta, Guilherme Pombo +13Medical Image ClassificationMedical Image Segmentation

    Queen Square Institute of Neurology, University College London, London, UK · Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, London, UK · NVIDIA, UK +8

  24. Converting T1-weighted MRI from 3T to 7T quality using deep learning

    Jul 18, 2025Malo Gicquel, Ruoyi Zhao, Anika Wuestefeld +12Magnetic Resonance ImagingMedical Image Synthesis

    Department of Clinical Sciences Malmö, SciLifeLab, Lund University, Lund, Sweden · Univ Rennes, CNRS, Inria, Inserm, IRISA UMR 6074, Empenn ERL U 1228, Rennes, France · Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden +8

  25. Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction

    Jun 18, 2025Vincent Roca, Marc Tommasi, Paul Andrey +8Brain Age PredictionClinical Outcome Prediction

    Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41 - UAR 2014 - PLBS, F-59000 Lille, France · Univ. Lille, Inria, F-59000 Lille, France · Univ. Montpellier, Inria, F-34090 Montpellier, France +3

  26. Enhancing brain age estimation with structural MRI and synthesized cerebral blood volume maps

    Dec 1, 2024Jordan Jomsky, Zongyu Li, Kay C. Igwe +8Alzheimer's DiseaseBrain Age Prediction

    Department of Biomedical Engineering, Columbia University, New York, NY 10027-7041, USA · Zuckerman Institute, Columbia University, New York, NY 10027-7041, USA · Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA +5

  27. Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

    Nov 23, 2024Junhyeok Lee, Yujin Oh, Dahyoun Lee +9Radiology Report GenerationRetrieval-Augmented Generation

    Cancer Biology, Seoul National University College of Medicine, Korea · Radiology, Massachusetts General Hospital and Harvard Medical School, USA · Biomedical Systems Informatics, Yonsei University College of Medicine, Korea +10

  28. Research on Deep Learning-Based Semantic Segmentation Algorithms for Subcortical Brain Structures

    Jul 22, 2019Binbin Yang, Weiwei ZhangMedical Image SegmentationConvolutional Neural Networks

    Peking Union Medical College, Tsinghua University, Beijing, China

  29. PRIME-SVR: Physics-infoRmed Implicit Multi-Echo Slice-to-Volume Reconstruction for Fetal T2 mapping

    Date pendingBusra Bulut, Maik Dannecker, Thomas Sanchez +14Implicit Neural RepresentationsImage Reconstruction