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. Layer Selection in Feature-Based Losses Affects Image Quality and Microstructural Consistency in Deep Learning Super-Resolution of Brain Diffusion MRI

    May 15, 2026David Lohr, Rene WernerPerceptual LossMedical Image Super-Resolution

    Institue for Applied Medical Informatics, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany · Institute of Computational Neuroscience, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany · Center for Biomedical Artificial Intelligence (bAIome), University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany

  2. CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

    May 13, 2026Xiaoyue Liu, Xiaohan Yuan, Mark Y Chan +23D Mesh Generation4D Reconstruction

    Department of Biomedical Engineering, National University of Singapore, Singapore · School of Automation, Southeast University, Nanjing, China · Department of Medicine, National University of Singapore, Singapore +1

  3. NexOP: Joint Optimization of NEX-Aware k-space Sampling and Image Reconstruction for Low-Field MRI

    May 12, 2026Tal Oved, Efrat ShimronImage ReconstructionAccelerated MRI Reconstruction

    Department of Electrical and Computer Engineering, Technion – Israel Institute of Technology, Haifa, 3200004, Israel · May-Blum-Dahl Technion Human MRI Research Center, Technion - Israel Institute of Technology, Haifa, 3200004, Israel · Department of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, 3200004, Israel

  4. Product-of-Gaussian-Mixture Diffusion Models for Joint Nonlinear MRI Reconstruction

    May 11, 2026Laurenz Nagler, Martin Zach, Thomas PockAccelerated MRI ReconstructionMagnetic Resonance Imaging

    Graz University of Technology, Institute of Visual Computing, 8010 Graz, Austria. · Ecole Polytechnique Fédérale de Lausanne, Biomedical Imaging Group and Center for Biomedical Imaging, 1015 Lausanne, Switzerland.

  5. 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

  6. Reducing Annotation Burden for Femoral Cartilage Segmentation in Knee MRI via Cross-Sequence Transfer Learning

    May 9, 2026Francesco Chiumento, Gianluigi Crimi, Elisa Moretta +7Magnetic Resonance ImagingTransfer Learning

    School of Electronic Engineering, Dublin City University, Dublin, Ireland · Bioengineering and Computing Laboratory, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy · Dipartimento di Scienze Mediche e Chirurgiche (DIMEC), Alma Mater Studiorum – Università di Bologna, Bologna, Italy +4

  7. Model-based Dynamic 3D MRI Reconstructions using Neural Fields and Tensor Product Expansions

    May 8, 2026Ray Sheombarsing, Max van Riel, David Heesterbeek +2Implicit Neural Representations3D Medical Imaging

    Computational Imaging Group for MRI Therapy & Diagnostics, Department of Radiotherapy, University Medical Center Utrecht, Utrecht, The Netherlands

  8. Hierarchical Perfusion Graphs for Tumor Heterogeneity Modeling in Glioma Molecular Subtyping

    May 8, 2026Han Jang, Junhyeok Lee, Heeseong Eum +4Graph Neural NetworksMagnetic Resonance Imaging

    Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea · Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, South Korea · Dept. of Biomedical Sciences, Seoul National University, Seoul, South Korea +4

  9. MRI-Eval: A Tiered Benchmark for Evaluating LLM Performance on MRI Physics and GE Scanner Operations Knowledge

    May 6, 2026Perry E. RadauLLM EvaluationHealthcare

    Department of Radiology, University of Calgary · Child and Adolescent Imaging Research (CAIR) Program · Alberta Children’s Hospital Research Institute +1

  10. Orientation-Aware Unsupervised Domain Adaptation for Brain Tumor Classification Across Multi-Modal MRI

    May 5, 2026Sapna Sachan, Amulya Kumar Mahto, Prashant Wagambar PatilUnsupervised Domain AdaptationMedical Image Classification

    Indian Institute of Technology, Guwahati

  11. 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

  12. TRACED: In vivo imaging of extracellular intrinsic diffusivity, tortuosity, cell size distribution and cell density in human glioma patients

    May 4, 2026Joshua K. Marchant, Hong-Hsi Lee, Elizabeth R. Gerstner +2Magnetic Resonance ImagingNeuroimaging

    Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, United States of America · Harvard-MIT Program in Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, United States of America · Harvard Medical School, Boston, United States of America +2

  13. Self-Supervised Spatial And Zero-Shot Angular Super-Resolution by Spatial-Angular Implicit Representation For Rotating-View SNR-Efficient Diffusion MRI

    May 4, 2026Yinzhe Wu, Hongyu Rui, Fanwen Wang +3Implicit Neural RepresentationsMedical Image Super-Resolution

    Department of Bioengineering and I-X, Imperial College London, London, UK · Cardiovascular Research Centre, Royal Brompton Hospital, London, UK

  14. 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

  15. Phase-map synthesis from magnitude-only MR images using conditional score-based diffusion models with application in training of accelerated MRI reconstruction models

    May 2, 2026M. Berk Sahin, Dilek Yalcinkaya, Abolfazl Hashemi +1Accelerated MRI ReconstructionMagnetic Resonance Imaging

    Purdue University

  16. A Proof-of-Concept Study of Multitask Learning for Cranial Synthetic CT Generation Across Heterogeneous MRI Field Strengths

    Apr 30, 2026Zhuoyao Xin, Yiren Zhang, Christopher Wu +6Domain GeneralizationMulti-Task Learning

    F.M. Kirby Research Center for Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, 21205, United States. · Neurosection, Division of MR Research, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, 21287, United States. · Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, 21218, United States. +6

  17. Multi-Stage Bi-Atrial Segmentation Framework from 3D Late Gadolinium-Enhanced MRI using V-Net Family Models

    Apr 29, 2026Hao Wen, Jingsu KangImage SegmentationMagnetic Resonance Imaging

    College of Science, China Agricultural University, Beijing, China · Tianjin Medical University, Tianjin, China

  18. DyABD: The Abdominal Muscle Segmentation in Dynamic MRI Benchmark

    Apr 25, 2026Niamh Belton, Victoria Joppin, Aonghus Lawlor +4Image SegmentationMagnetic Resonance Imaging

    School of Medicine, University College Dublin, Dublin, Ireland. · Science Foundation Ireland Centre for Research Training in Machine2026 Learning, Dublin, Ireland. · Aix Marseille Univ, Univ Gustave Eiffel, LBA, Marseille France. +4

  19. Triple-Phase Sequential Fusion Network for Hepatobiliary Phase Liver MRI Synthesis

    Apr 24, 2026Qiuli Wang, Xinhuan Sun, Fengxi Chen +7Missing-Modality LearningMedical Imaging

    Yu-Yue Pathology Research Center, Jinfeng Laboratory, Chongqing, 400000, China · 7T Magnetic Resonance Translational Medicine Research Center, Department of Radiology, The First Affiliated Hospital of Army Medical University, Chongqing, 400033, China · Department of Clinical Laboratory Medicine, The First Affiliated Hospital of Army Medical University, Chongqing, 400000, China +1

  20. WFM: 3D Wavelet Flow Matching for Ultrafast Multi-Modal MRI Synthesis

    Apr 22, 2026Yalcin Tur, Mihajlo Stojkovic, Ulas BagciFlow MatchingBraTS

    Department of Computer Science, Stanford University, Stanford, CA, USA · Machine and Hybrid Intelligence Lab, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA

  21. CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization

    Apr 20, 2026Linkai Peng, Cuiling Sun, Zheyuan Zhang +10Image SegmentationMagnetic Resonance Imaging

    Department of Radiology, Northwestern University, Chicago, USA. · Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA. · Department of Computer Science, Northwestern University, Evanston, USA. +4

  22. AI Approach for MRI-only Full-Spine Vertebral Segmentation and 3D Reconstruction in Paediatric Scoliosis

    Apr 20, 2026Nathasha Naranpanawa, Maree T. Izatt, Robert D. Labrom +23D ReconstructionMagnetic Resonance Imaging

    1Biomechanics and Spine Research Group, School of Mechanical, Medical, and Process Engineering, Faculty of Engineering, Queensland University of Technology, Brisbane · Centre for Biomedical Technologies, School of Mechanical, Medical and Process Engineering, Faculty of Engineering, Queensland University of Technology, Brisbane · 3Orthopaedics Department, Queensland Children’s Hospital, Brisbane, Australia

  23. A Two-Stage Deep Learning Framework for Segmentation of Ten Gastrointestinal Organs from Coronal MR Enterography

    Apr 18, 2026Ashiqur Rahman, Md. Abu Sayed, Md Sharjis Ibne Wadud +3Magnetic Resonance ImagingMedical Image Segmentation

    Department of Biomedical Physics and Technology, University of Dhaka, Dhaka 1000, Bangladesh. · Department of Biomedical Engineering, Jashore University of Science and Technology, Jashore 7408, Bangladesh. · Department of Radiology, Hamad Medical Corporation, Doha, Qatar. +1

  24. Hybrid Multi-Dimensional MRI Prostate Cancer Detection via Hadamard Network-Based Bias Correction and Residual Networks

    Apr 18, 2026Emadeldeen Hamdan, Gorkem Durak, Muhammed Enes Tasci +7Medical ImagingMedical Image Classification

    Electrical and Computer Engineering Department, University of Illinois Chicago, USA · Machine and Hybrid Intelligence Lab, Northwestern University, USA · Department of Radiology, University of Chicago, USA

  25. Attention-Gated Convolutional Networks for Scanner-Agnostic Quality Assessment

    Apr 16, 2026Chinmay Bakhale, Anil SaoHybrid CNN-Transformer ArchitecturesMedical Image Analysis

    Indian Institute of Technology, Bhilai, India

  26. Sequence Search: Automated Sequence Design using Neural Architecture Search

    Apr 16, 2026Rokgi Hong, Hongjun An, Sooyeon Ji +1Magnetic Resonance Imaging

    Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea · Division of Computer Engineering, Hankuk University of Foreign Studies, Yongin, South Korea

  27. Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging

    Apr 14, 2026Xinyu Peng, Ziyang Zheng, Wenrui Dai +5Magnetic Resonance ImagingCompressed Sensing

    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. · Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. · Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China. +1

  28. MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRI

    Apr 13, 2026Paula Arguello, Berk Tinaz, Mohammad Shahab Sepehri +2Magnetic Resonance ImagingMedical Image Benchmarks

    Department of Computer Science, University of Southern California · USC Center on AI Foundations for the Sciences · Department of Electrical and Computer Engineering, University of Southern California +1

  29. LoGo-MR: Screening Breast MRI for Cancer Risk Prediction by Efficient Omni-Slice Modeling

    Apr 13, 2026Xin Wang, Yuan Gao, George Yiasemis +13Medical Image AnalysisClinical Risk Prediction

    Netherlands Cancer Institute · Radboud University Medical Center · University Medical Center Utrecht +1

  30. Removing Motion Artifact in MRI by Using a Perceptual Loss Driven Deep Learning Framework

    Apr 12, 2026Ziheng Guo, Danqun Zheng, Shuai Li +8Magnetic Resonance ImagingPerceptual Loss

    Institute of Magnetic Resonance and Molecular Imaging in Medicine, East China Normal University, Shanghai, China · Shanghai Key Laboratory of Magnetic Resonance, School of Physics, East China Normal University, Shanghai, China · The First Affiliated Hospital of Naval Medical University Department of Radiology, Shanghai, China +1