Magnetic Resonance Imaging

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Period ending 2026-09-21

11 new papers

A weekly snapshot of new work published in Magnetic Resonance Imaging.

Period ending 2026-09-14

9 new papers

A weekly snapshot of new work published in Magnetic Resonance Imaging.

Period ending 2026-09-07

7 new papers

A weekly snapshot of new work published in Magnetic Resonance Imaging.

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350 papers

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  1. MIGA:Shared-Geometry Gaussian Representation with Implicit Amplitude Modeling for Accelerated 3D Multi-Echo MRI

    Sep 21, 2026Jingran Xu, Yuanyuan Liu, Yanjie ZhuMagnetic Resonance Imaging Reconstruction

  2. 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 +9Magnetic Resonance Imaging

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

    Sep 21, 2026Oluwatobi Iyanuoluwa Akinmuleya, Olatokun Shamsudeen Akano, Samuel Danquah Ankapong +2Neuroimaging Models

  4. A Dual-Stream Regulated Reconstruction and Segmentation Network with Hierarchical Artifact-Prior Modeling for Ultra-Low-Field Pediatric Neuroimaging

    Sep 17, 2026Bahram Jafrasteh, Leo Milecki, Qingyu ZhaoMagnetic Resonance ImagingU-Net

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

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

  6. Bridging Modalities on the Cortex: Surface-based MRI to PET Translation with a Diffusion Bridge

    Sep 17, 2026Yitong Li, Alexandra Samoylova, Fabian Bongratz +4Positron Emission TomographyMagnetic Resonance Imaging

  7. Stable Filters for Generative Modeling of Graph Signals

    Sep 16, 2026Martin Schmidt, Gonzalo MateosGenerative ModelsSchrödinger Bridges

  8. NeuroTS-Net: Multi-Class Semantic Segmentation of Pediatric Brain Tumors in Multi-Modal MRI

    Sep 15, 2026Darius Peteleaza, Razvan-Gabriel Dumitru, Bogdan Neamtu +3Brain Tumor SegmentationMagnetic Resonance Imaging

  9. A Vision-Language Foundation Model for Precise and Comprehensive Brain Tumor Diagnosis from Preoperative Multimodal Data

    Sep 15, 2026Yinong Wang, Jianwen Chen, Zhou Chen +28Brain Tumor ClassificationGlioma

  10. Anatomical Grounding and Leakage-Aware Multimodal Contrastive Learning for Alzheimer's Disease Classification from Structural MRI

    Sep 14, 2026Paul-Gabriel Nicolae, Irina Georgiana MocanuAlzheimerMultimodal Contrastive Learning

  11. Can a Neural Encoding Model Replicate an fMRI Visualization Study?

    Sep 14, 2026Erfan Nasirzadeh Orang, Zack WhileHuman Visual CortexBrain Magnetic Resonance Imaging

  12. Observation-Anchored Selective Assimilation for Longitudinal Tumor-State Proxy Forecasting in Post-Treatment Glioma

    Sep 14, 2026Yeonjae Jung, Minwoo ShinGliomaPrognostics

  13. Unified CT and MRI Pancreas Segmentation for Label-Efficient Cross-Modality Subregion Transfer

    Sep 14, 2026Ziliang Hong, Hongyi Pan, Halil Ertugrul Aktas +7Lesion SegmentationCross-Modality

  14. A Multimodal Explainable Deep Learning Framework for Alzheimer's Disease Diagnosis using 3D Magnetic Resonance Imaging and Clinical Data

    Sep 14, 2026Yusuf Brima, Marcellin Atemkeng, Lakshmana Rao Namamula +1AlzheimerMultimodal Clinical Data

  15. 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 +8Brain AgeMagnetic Resonance Imaging

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

    Sep 9, 2026Sylvain Jaume, Hongming Wang, Simon K. WarfieldMagnetic Resonance ImagingLesion

  17. BrainTaskonomy: Learning How to Pretrain and What to Transfer in fMRI Foundation Models

    Sep 9, 2026Junfeng Xia, Wenhao Ye, Junxiang Zhang +3Brain Magnetic Resonance ImagingDomain Adaptation

  18. Longitudinal tracking of multiple sclerosis lesions in the spinal cord: A validation study

    Sep 8, 2026Pierre-Louis Benveniste, Julian McGinnis, Shannon Kolind +11Multiple SclerosisMagnetic Resonance Imaging

  19. RARF: Region-Aware Rectified Flows for 3D Brain MRI Inpainting

    Sep 3, 2026Tomas Guija-Valiente, Blanca Rodriguez-Gonzalez, Norberto Malpica +1InpaintingBrain Magnetic Resonance Imaging

  20. Tensor-based Brain Surface Modeling and Analysis

    Sep 3, 2026Moo K. Chung, Keith J. Worsley, Steve Robbins +1Key Vertebral Morphometry VariablesMagnetic Resonance Imaging

  21. Data-Efficient Networks for Multi-Contrast MRI Reconstruction based on a Generalized Content/Style Prior

    Sep 2, 2026Chinmay Rao, Efe Ilıcak, Matthias J. P. van Osch +5Magnetic Resonance Imaging ReconstructionMultimodal Contrastive Learning

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

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

  23. Conditional Flow Matching for Cross-Field MRI Harmonisation

    Sep 1, 2026Baris Imre, Aram Salehi, Levente Baljer +3Magnetic Resonance ImagingConditional Flow Matching

  24. BrainDiff: Longitudinal Report Generation for Multimodal Brain MRI

    Sep 1, 2026Krish Patel, Peirong LiuBrain Magnetic Resonance ImagingRadiology Report Generation

  25. Whole-Body MRI Classification via Prompt-Based Clinical Conditioning

    Aug 31, 2026Laura Daza, Marta Hasny, Cristina González +1Multimodal Clinical DataMagnetic Resonance Imaging

  26. On the Role of MRI Sequences in Cross-Dataset Generalization for Brain Tumor Segmentation

    Aug 30, 2026Henrique Zan Grande, João G. Pitol, Lucas B. Schuck +3Brain Tumor SegmentationMagnetic Resonance Imaging

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

    Aug 24, 2026Huiwen Han, Lulin Liu, Bangya Liu +83D Latent Diffusion ModelBrain Magnetic Resonance Imaging

  28. How Good are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

    Aug 13, 2026Wafa Al Ghallabi, Ritesh Thawkar, Sara Ghaboura +6Magnetic Resonance ImagingFoundation Model

  29. Mr3D-VL: A generalist vision language foundation model for Multiparametric 3D Magnetic Resonance Imaging

    Aug 13, 2026Zhi Qiao, Xintong Wu, Yichu He +1Medical Vision-Language ModelsMagnetic Resonance Imaging

  30. GenFAR: A generalized representation of brain structure, derived from 49,246 multi-cohort MRIs via deep learning

    Aug 12, 2026Vishnu M. Bashyam, Guray Erus, Junhao Wen +29Brain Magnetic Resonance ImagingDeep Learning

  31. Evaluating and Calibrating Diffusion Model-derived Uncertainty for Quantitative MRI Mapping

    Aug 12, 2026Shishuai Wang, Stefan Klein, Juan A. Hernandez-Tamames +1Magnetic Resonance ImagingPixel-Level Prediction

  32. A comparison of CNN architectures for Alzheimer's disease detection in single-view MRI scans

    Aug 12, 2026Hiram Zuniga, Ulises Orozco-Rosas, Kenia PicosDisease DetectionAlzheimer

  33. Gaussian Meta-Space Augmentation for Stacking Ensembles in Multimodal IPMN Risk Stratification

    Aug 11, 2026Max A. Nelson, Eminenur Sen Tasci, Zhixiang Wang +12RadiomicsNon-Small Cell Lung Cancer

  34. Modelling Geographic Atrophy Progression using Implicit Neural Representations

    Aug 11, 2026Simone Sarrocco, Paul Friedrich, Florentin Bieder +4Fundus ImagesImplicit Neural Representations

  35. Frozen Brain-MRI Foundation Models Are Site Fingerprints

    Aug 10, 2026Saman RahbarBrain Magnetic Resonance ImagingFingerprint

  36. MRIComp4Flow: Compression of 3D Brain MRI for Training Multi-Modal Generative Models

    Aug 10, 2026Lisa K. Fischer, Mykhailo Riabets, Daniel Rueckert +3Brain Magnetic Resonance ImagingGenerative Image Compression

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

    Aug 10, 2026Mojtaba Safari, Shansong Wang, Zach Eidex +4Brain Magnetic Resonance ImagingMetal Artifact Reduction

  38. MPISuperRes-PnP: A Super-Resolution Zero-Shot Plug-and-Play Reconstruction Algorithm for Magnetic Particle Imaging

    Aug 10, 2026Vladyslav Gapyak, Thomas März, Andreas WeinmannMagnetic Resonance Imaging ReconstructionDiffusion-Based Super-Resolution Framework

  39. Task-Adaptive 3D Cross-Field MRI Translation via Field-Conditioned Content-Style Pretraining

    Aug 10, 2026Haowen Pang, Yingqi Hao, Pengli ZhuMagnetic Resonance Imaging3D Latent Diffusion Model

  40. Decoding Phenotypes: A Framework for Fusing Genomic Language Models and Neuroimaging

    Aug 9, 2026Tianli Tao, Ziyang Wang, Emma Robinson +2Neuroimaging ModelsGenomics

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

    Aug 9, 2026Mojtaba Safari, Hang Yu, Zach Eidex +10Magnetic Resonance ImagingSignal-To-Noise Ratio

  42. Parcel2Progression: An Anatomy-aware Longitudinal Framework for Alzheimer's Disease Diagnosis

    Aug 9, 2026Madhumitha Venkatesh, Shanawaj S Madarkar, Konda Reddy MopuriAlzheimerNeuroimaging Models

  43. CUPA-T2*: Covariance-Aware Uncertainty Propagation and Alignment for T2* Mapping in Accelerated MRI

    Aug 9, 2026Gideon N. L. Rouwendaal, Natascha Niessen, Hannah Eichhorn +3Magnetic Resonance Imaging ReconstructionMagnetic Resonance Imaging

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

    Aug 9, 2026Mengqi Shen, Haicheng Wang, Meghna Trivedi +4Magnetic Resonance ImagingBrain Magnetic Resonance Imaging

  45. A continually expandable foundation model for brain MRI

    Aug 8, 2026Michail Mamalakis, Carmen Jimenez-Mesa, Yonghao Li +8Brain Magnetic Resonance ImagingBrain

  46. DisMorph\texttt{DisMorph}: learning to disentangle technical distortions from true biological change

    Aug 8, 2026Jingru Fu, Kathleen E. Larson, Douglas N. Greve +2Image RegistrationKey Vertebral Morphometry Variables

  47. Foundation Models Adaptation for Multi-View Multi-modal Cardiac MRI Segmentation and Direct Ejection Fraction Estimation

    Aug 7, 2026Sina Amirrajab, Cian M Scannell, Volker Vehof +2Cardiac Magnetic Resonance ImagingMagnetic Resonance Imaging

  48. A foundation-model approach to pediatric headache classification from rs-fMRI

    Aug 7, 2026Guilherme S. Imai Aldeia, Clara Moon, Julie Shulman +5Brain Magnetic Resonance ImagingNeuroflex

  49. Pre- to Post-Contrast Synthesis of Breast DCE-MRI using Latent Bridge Matching

    Aug 7, 2026Sina Amirrajab, Zohaib Salahuddin, Henry C Woodruff +1Magnetic Resonance ImagingIdentity-Conditioned Latent Diffusion Models

  50. International Transfer of Stochastic Cortical Self-Reconstruction

    Aug 7, 2026Fabian Bongratz, Zhizheng Zhuo, Chao Zhang +3Neuroimaging ModelsHuman Visual Cortex

  51. Do 3D Medical Foundation Models See Through MRI Artifacts? A Controlled Study of Representation Robustness

    Aug 6, 2026Julia Anna Mielcarz, Daniel Klaaby, Mostafa Mehdipour Ghazi3D Foundation ModelsMagnetic Resonance Imaging

  52. A Master-Slave Robot Manipulator for Needle-Based Teleoperation in MRI Chamber

    Aug 6, 2026Omar Curiel, Jing-Yuan Huang, Po-Chih Chen +6Robotic ArmsTeleoperation

  53. Curia-MAE: Multi-Modal Multi-Anatomy MAE Pre-Training for 3D Medical Image Segmentation

    Aug 6, 2026Théo Danielou, Antoine Saporta, Léo Alberge +1Multimodal PretrainingFrozen Encoder

  54. YOLO-PVC: 2D-to-3D Consolidation of Slice-wise Detections for Volumetric Liver Tumor Localization in MRI

    Aug 5, 2026Talha Waqas, Mounir Lahlouh, Kawther Taibouni +4Lesion SegmentationVolume

  55. Unsupervised Adversarial Domain Adaptation for Uterine layer Segmentation: From Labeled Cine to Unlabeled Dynamic EPI MRI

    Aug 4, 2026Smiti Tripathy, Milauni Desai, Jordina Aviles Verdera +1Whole-Heart SegmentationMagnetic Resonance Imaging

  56. Towards Reliable and Reproducible Fetal Brain Biometry: A Deep Learning Approach Using MRI

    Aug 4, 2026Francesca Maccarone, Marina Di Stefano, Giorgio Longari +7Brain Magnetic Resonance ImagingMagnetic Resonance Imaging

  57. Predictive Enhancement Calibration for Latent Breast MRI Virtual Contrast Enhancement

    Aug 4, 2026Qin Lei, Hao WuAdaptive Histogram EqualizationMagnetic Resonance Imaging

  58. NeuroMosaic: Anatomically Grounded Multimodal Large Language Modeling for Molecularly Aware Glioma Reasoning from 3D MRI and Clinical Narratives

    Aug 4, 2026Yantong Liu, Zheyu Zhang, Runpeng Liu +3GliomaNeuroimaging Models

  59. CRIL-U-Net: Compact Ratio-Interaction Learning for Focal Cortical Dysplasia Segmentation from T1w and FLAIR MRI

    Aug 4, 2026Soumen Ghosh, Amit Soni Arya, Tilottama Goswami +3U-NetMagnetic Resonance Imaging

  60. Temporal Generalization in fNIRS-Based Autism Classification: A Cross-Time-Window Transfer Benchmark

    Aug 3, 2026Marios Petrov, Sahana Vinayak, Targol Bakhtiarvand +4Autism Spectrum DisorderInter-Subject Variability