Brain Magnetic Resonance Imaging

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Period ending 2026-09-21

3 new papers

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

Period ending 2026-09-14

1 new paper

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

Period ending 2026-09-07

2 new papers

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

80 papers

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  1. Stable Filters for Generative Modeling of Graph Signals

    Sep 16, 2026Martin Schmidt, Gonzalo MateosGenerative ModelsSchrödinger Bridges

  2. 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

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

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

  4. 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

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

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

  6. BrainDiff: Longitudinal Report Generation for Multimodal Brain MRI

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

  7. 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

  8. 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

  9. 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

  10. Frozen Brain-MRI Foundation Models Are Site Fingerprints

    Aug 10, 2026Saman RahbarBrain Magnetic Resonance ImagingFingerprint

  11. 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

  12. 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

  13. 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

  14. A continually expandable foundation model for brain MRI

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

  15. 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

  16. 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

  17. Confident but Unreliable: A Behavioral Safety Audit of Vision-Language Models on Brain MRI

    Aug 3, 2026Amir Sabbaghziarani, Mohammadsajad Abavisani, Sergey PlisMedical Vision-Language ModelsMedical Imaging

  18. CORTIVA: Candidate-Score Fusion of Complementary Visual Teachers for EEG- and MEG-to-Image Retrieval

    Aug 2, 2026Junhan Wang, Kani ChenBrain Magnetic Resonance ImagingComposed Image Retrieval

  19. Towards Practical Algorithm Selection for Unsupervised Domain Adaptation in Medical Imaging

    Jul 30, 2026Yiheng Xiong, Luisa Gallée, Daniel Santak Wolf +2Domain AdaptationU-Net

  20. MPP-GNN: Subject-Adaptive Community Detection for fMRI-Based Alzheimer's Disease Classification

    Jul 29, 2026Yang Zhang, Xiao Zhou, Jonathan Warrell +3AlzheimerBrain Magnetic Resonance Imaging

  21. Real-time Reconstruction of Human Visual Perception from fMRI

    Jul 23, 2026Rishab S. Iyer, Jiaxin Cindy Tu, Cesar Kadir Torrico Villanueva +10Brain Magnetic Resonance ImagingVisual Perception

  22. Spiking Neural Networks for fMRI-Based Visual Semantic Decoding

    Jul 21, 2026Jiahong Zhang, Jinning Zhao, Sijun Shen +3Spiking Neural NetworksBrain Magnetic Resonance Imaging

  23. Kernel Regression with Tensor Trains and Hadamard Overparameterization

    Jul 19, 2026Duc Thien Nguyen, Konstantinos Slavakis, Eleftherios Kofidis +1TensorOver-Parameterized Neural Networks

  24. RegionFM: Interpretable Region-Based Brain MRI Classification Using Foundation Model Embeddings

    Jul 15, 2026Wei ZhangBrain Magnetic Resonance ImagingLogistic Regression

  25. The Capacity of Thought: Benchmarking Llama 3.2 in Semantic fMRI Neural Language Decoding and Improving the Huth Encoding-Model Baseline

    Jul 13, 2026Milos Suvakovic, Dom Marhoefer, Glenn Grant-Richards +1Brain Magnetic Resonance ImagingLarge Language Model Decoder

  26. Fast Whole-Brain, Geometry-Aware Functional Alignment for Cross-Subject Decoding

    Jul 12, 2026Pierre-Louis Barbarant, Florent Meyniel, Bertrand ThirionBrain Magnetic Resonance ImagingHuman Visual Cortex

  27. Latent graph encoding of multimodal neuroimaging features with generative AI architectures

    Jul 8, 2026Ishaan Batta, Meenu Ajith, Vince CalhounBrain Magnetic Resonance ImagingVariational Autoencoder

  28. Rethinking Brain Decoding with CLIP: The Role of Adversarial Robustness

    Jul 3, 2026Byeongseo Bok, Futa Waseda, Jun Liu +1Brain Magnetic Resonance ImagingBrain

  29. Pretreatment MRI reveals a latent, molecular-subtype-independent structural phenotype that organizes treatment trajectories and recurrence risk

    Jul 2, 2026Dattatreya Kantha, Murray H. LoewBrain Magnetic Resonance ImagingPatient Trajectories

  30. BTI-Net: Bidirectional Decoder-Level Task Interaction via Uncertainty-Aware Gating for Multi-Task Medical Image Analysis

    Jun 27, 2026Abdullah Al Shafi, Md Kawsar Mahmud Khan Zunayed, Safin Ahmmed +2Medical Image ClassificationMulti--Task Learning

  31. Interpretable machine learning predicts Parkinson's disease severity using motion-corrected QSM MRI and multiband multiecho fMRI features

    Jun 26, 2026Aixa X. AndradeParkinsonBiomarker

  32. Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder

    Jun 25, 2026Santanu Ganguly, Xing Liang, Dimitrios MakrisBrain Magnetic Resonance ImagingQuantum Machine Learning

  33. Unsupervised Susceptibility Distortion Correction of EPI without Calibration Scans via Image Translation-Based Registration

    Jun 19, 2026Wooseung Kim, Sung-Hong ParkBrain Magnetic Resonance ImagingImage Registration

  34. BrainG3N: A Dual-Purpose Tokenizer for Controllable 3D Brain MRI Generation

    Jun 17, 2026Max Van Puyvelde, Ibrahim Gulluk, Wim Van Criekinge +13D Latent Diffusion ModelBrain Magnetic Resonance Imaging

  35. A Controlled Benchmark of Quantum-Latent GAN Augmentation for Brain MRI

    Jun 17, 2026Syed Mujtaba Haider, Silvia FiginiAugmentationMedical Image Generation

  36. MindAlign: Decoding Inner Speech from fMRI Signals via Multimodal Embedding Alignment under Limited Data

    Jun 15, 2026Muxuan Liu, Ichiro Kobayashi, Satoshi NishidaBrain Magnetic Resonance ImagingGeo-Contextual Alignment

  37. Topological Flow Matching

    Jun 14, 2026Kacper Wyrwal, İsmail İlkan Ceylan, Alexander TongTopological Data AnalysisBrain Magnetic Resonance Imaging

  38. The Reverse Telescoping Coordinate System for Positive Definite Matrices: Geometry, Computation, and Generative Modeling

    Jun 13, 2026Anindya BhadraGenerative ModelsOptical Flow

  39. FlexiBrain: Resolution-Agnostic Voxel-Level Encoding for Native fMRI

    Jun 9, 2026Mo Wang, Wenhao Ye, Junfeng Xia +3Brain Magnetic Resonance ImagingBrain

  40. WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

    Jun 7, 2026Danilo Danese, Angela Lombardi, Giuseppe Fasano +23D Latent Diffusion ModelBrain Magnetic Resonance Imaging

  41. How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models

    Jun 6, 2026Jiangshuan Pang, Wangyang Tang, Jing Yan +5Brain Magnetic Resonance ImagingModel Pretraining

  42. Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model

    Jun 5, 2026Kaouther Mouheb, Amos Pomp, Antoine Manenti +9Radiology Report GenerationMedical Vision-Language Models

  43. Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation

    Jun 4, 2026Yohann Benchetrit, Marlène Careil, Simon Dahan +3Brain Magnetic Resonance ImagingSynthetic Data Augmentation

  44. Tractogram foundation model

    Jun 3, 2026Guikun Chen, Yuqian Chen, Yijie Li +5Brain Magnetic Resonance ImagingBrain

  45. Coarse-to-fine Hierarchical Architecture with Sequential Mamba for Brain Reconstruction

    Jun 3, 2026Hoang-Son Vo, Van-Hung Bui, Minh-Huy Mai-Duc +2Brain Magnetic Resonance ImagingHuman Visual Cortex

  46. The Variance Brain Foundation Models Forgot: Third-Order Statistics Predict Cognition Where Billion-Parameter Models Fail

    May 29, 2026Giovanni Marraffini, Gabriel Mahuas, Trinidad Borrell +2Brain Magnetic Resonance ImagingWireless Foundation Models

  47. MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding

    May 28, 2026Abdulkadir Gokce, Badr AlKhamissi, Martin SchrimpfNeuroimaging ModelsBrain Magnetic Resonance Imaging

  48. Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification

    May 28, 2026Hwa Hui Tew, Junn Yong Loo, Fang Yu Leong +6Brain Magnetic Resonance ImagingDiscrete Wavelet Transform

  49. Brain-IT-VQA: From Brain Signals to Answers

    May 28, 2026Roman Beliy, Matias Cosarinsky, Oliver Heinimann +2Brain Magnetic Resonance ImagingTextvqa

  50. Learning Robust and Task-Invariant Functional Representation from fMRI through Siamese Self-Supervised Learning

    May 27, 2026Jiyao Wang, Peiyu Duan, Nicha C. Dvornek +4Neuroimaging ModelsBrain Magnetic Resonance Imaging

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

    May 26, 2026Peiyu Duan, Jiyao Wang, Nicha C. Dvornek +4Brain Magnetic Resonance ImagingSynthetic Time Series

  52. NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding

    May 24, 2026Sijin Yu, Zijiao Chen, Zhenyu Yang +7Brain Magnetic Resonance ImagingAnatomical Priors

  53. fMRI-Diffusion: Generating fMRI Time Series Via a Temporal Transformer Diffusion Model for Major Depressive Disorder Diagnosis

    May 22, 2026Muhammad Asif Hasan, Yanming Zhu, Xuefei Yin +1Brain Magnetic Resonance ImagingDepression Detection

  54. Do Synthetic Brain MRIs Reliably Improve Tumour Classification? A StyleGAN2-ADA Class-Plane Augmentation Study on BRISC 2025

    May 21, 2026José Rafael Noriega CedeñoMedical Image GenerationMammography

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

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

  56. Learning fMRI activations dictionaries across individual geometries via optimal transport

    May 20, 2026Sonia Mazelet, Rémi Flamary, Bertrand ThirionBrain Magnetic Resonance ImagingSemantic-Geometric Representations

  57. Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry

    May 19, 2026Pablo Marcos-Manchón, Rishi Jha, Lluís FuentemillaImplicit Neural RepresentationsBrain Magnetic Resonance Imaging

  58. Nonlocal operator learning for fMRI encoding and decoding tasks

    May 19, 2026Andreas Kramer, Saugat Acharya, Alice Giola +1Brain Magnetic Resonance ImagingImplicit Neural Representations

  59. FPED: A Functional-Network Prior-Guided Mixture-of-Experts Framework for Interpretable Brain Decoding

    May 19, 2026Yudan Ren, Pengcheng Shi, Zihan Ma +2Human Brain NetworksBrain Magnetic Resonance Imaging

  60. Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG

    May 19, 2026Aditya R. Vaidya, Richard J. Antonello, Alexander G. HuthElectrocorticographyBrain Magnetic Resonance Imaging