Neuroimaging

Momentum

22 papers in the last four weeks, up 267% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28

Latest papers 162

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

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

  2. MovieSTAGE: Scene, Transition, and Global Encoding for Movie-fMRI ADHD Classification

    Oct 7, 2026Boseong Kim, Haejun Chung, Ikbeom JangNeuroimagingClassification

  3. MS-Exam-Gen: Source-Grounded Benchmark Construction for Evaluating LLMs on Textual Multiple Sclerosis MRI Knowledge

    Oct 5, 2026Abdul Basit, Muhammad Abdullah Hanif, Muhammad ShafiqueLLM EvaluationSynthetic Benchmark Generation

  4. CoHyFuse: Condition-wise Hypergraph Fusion with Global Connectome in Task-fMRI

    Oct 5, 2026Boseong Kim, Haejun Chung, Ikbeom JangFunctional ConnectivityNeuroimaging

  5. fMRI-TAMCL: Text-Anchored Supervised Multimodal Contrastive Learning for fMRI-Based Brain Disorder Classification

    Oct 5, 2026Juliana Mantebea Danso, Enoch Opanin Gyamfi, Mylene C. Q. FariasNeuroimagingMultimodal Contrastive Learning

  6. Riemannian Shape Analysis of the Corpus Callosum in Kendall Space: Aging and Alzheimer's Disease

    Oct 4, 2026Olakunle S. Abawonse, Fatou FallAlzheimer's DiseaseStatistical Shape Modeling

  7. A foundation for systematic analysis of transformers and RNNs for tractography

    Oct 1, 2026Emmanuelle Renauld, Philippe Poulin, Hugo Larochelle +2Recurrent Neural NetworksRecurrent Transformers

  8. BrainNet Studio: A Unified Toolkit for Brain Network Construction, Intelligent Analysis, and Visualization

    Sep 29, 2026Xiwei Zeng, Shengrong Li, Yiheng Liu +3Functional ConnectivityNeuroimaging

  9. FAST-Brain: A Flow-Aligned Spatio-Temporal Surrogate Brain Model

    Sep 28, 2026Shucheng Liu, Changchun Shi, Kai Zhang +1Neural Surrogate ModelingFunctional Connectivity

  10. Natural Image Autoencoder-Based fMRI Representations for Trait and State Prediction

    Sep 28, 2026Juhyeon Park, Yeonwoo Kim, Peter Yongho Kim +5Medical Imaging Foundation ModelsfMRI Foundation Models

  11. MAC-Net: A Multi-Task Deep Learning Framework for Modeling Cognitive Function From Task-Based fMRI

    Sep 27, 2026Md. Tanvir Rahman, Nabil Anan Orka, Asaduzzaman Khan +1Multi-Task LearningNeuroimaging

  12. Explainable Deep Learning of Resting-State Functional Connectomes Reveals Network Biomarkers of Adolescent Intelligence

    Sep 27, 2026Md. Tanvir Rahman, Nabil Anan Orka, Asaduzzaman Khan +1Explainable Artificial IntelligenceFunctional Connectivity

  13. Beyond Feature Reliability: Repeat-Informed Multifractal Curve Regression for Brain-Age Prediction

    Sep 24, 2026Yu Chang, Anzhe Cheng, Jiahao Chen +8Brain Age PredictionNeuroimaging

  14. The AI Neuroscientist: An Interactive Agentic Interface for Neuroimaging Analysis

    Sep 21, 2026Aakash Patel, Panos Ketonis, Shreya Saxena +2AI Agents for Scientific DiscoveryLLM Agent Evaluation

  15. MGRD: Compact morphology-gated residual diffusion for variance-aware cross-domain neurite forecasting

    Sep 21, 2026Tsung Yeh Hsieh, Cosmin Anitescu, Chunghwan Kim +2Surrogate ModelingUncertainty Quantification

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

    Sep 17, 2026Yitong Li, Alexandra Samoylova, Fabian Bongratz +4Image-to-Image TranslationVision Transformer

  17. HyperAMS-Net: Adaptive Multi-Scale Spatial Hypergraph Network for Brain Disorder Classification

    Sep 17, 2026Proloy Kumar Mondal, Md Kamran Hussin Chowdhury, Hoi Leong LeeMedical DiagnosisMulti-Scale Feature Fusion

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

    Sep 14, 2026Erfan Nasirzadeh Orang, Zack WhileNeuroimagingNeural Encoding

  19. Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling

    Sep 14, 2026Saeb Tounsi, Joël Chavas, Pietro Gori +3Self-Supervised Pre-TrainingGeometric Representation Learning

  20. Fast and Accurate Monomodal 3D High Resolution Deep Registration of Drosophila Larval Brain Volumes

    Sep 11, 2026Daniel Reisenbüchler, Yousef Sadegheih, Michael Dittrich +3Medical Image RegistrationNeuroimaging

  21. Advanced Brain Tissue Imaging with Data-Consistent Diffusion Priors in Laminographic X-Ray Nanoimaging

    Sep 9, 2026Wenxuan Fang, Abraham L. Levitan, Ana Diaz +103D ReconstructionImage Reconstruction

  22. SkNeXt enables topology-guided neuronal reconstruction from petabyte-scale microscopy data

    Sep 9, 2026Jiayi Ding, Hu Zhao3D ReconstructionNeuroimaging

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

    Sep 8, 2026Pierre-Louis Benveniste, Julian McGinnis, Shannon Kolind +11Longitudinal Medical Image AnalysisNeuroimaging

  24. XAI-Refine: An Automated Explanation-Knowledge Loop for Brain-Age Prediction

    Sep 8, 2026Yang Qiao, Junjie Wu, Deqiang Qiu +2Explainable Artificial IntelligenceFunctional Connectivity

  25. Evaluation Principles for MRI-MRA Registration in Trigeminal Neuralgia: An ROI-Centered Neurovascular Benchmark

    Sep 8, 2026Xupeng Zhang, Xihang Wang, Michael Xie +6Medical Image RegistrationNeuroimaging

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

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

  27. Tensor-based Brain Surface Modeling and Analysis

    Sep 3, 2026Moo K. Chung, Keith J. Worsley, Steve Robbins +1Medical Image AnalysisLongitudinal Medical Image Analysis

  28. Diffusion-Encoding Gaussian Field for Joint k-q dMRI Reconstruction

    Sep 2, 2026Zhibo Chen, Yajuan Huang, Yu Guan +3Image ReconstructionDiffusion MRI

  29. Asymmetric Paired-Annotation Learning for Multi-Structure ULF Pediatric Brain MRI Segmentation

    Sep 2, 2026Ha-Hieu Pham, Dang P. M. Cao, Minh Hoang Pham +4Medical Image SegmentationNeuroimaging

  30. CORAL: A Benchmark for Structure-aware and Brain-wide Neuron Reconstruction in Light Microscopy

    Aug 31, 2026Zekang Yang, Jiamin Li, Zhenghua Li +3NeuroimagingMicroscopy Image Analysis

  31. Benchmarking External Generalization of SPD Matrix Learning for Resting-State fMRI Connectome Prediction

    Aug 31, 2026Ce Ju, Antoine Collas, Florent Bouchard +1Functional ConnectivityBrain Age Prediction

  32. A Deep RL based Framework for Targeted White Matter Tractography

    Aug 13, 2026Ankita JoshiReinforcement LearningMagnetic Resonance Imaging

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

    Aug 9, 2026Tianli Tao, Ziyang Wang, Emma Robinson +2Medical DiagnosisNeuroimaging

  34. FedDOSE: Federated Learning Framework Decomposing Site Effects for Modeling Brain Dynamic Functional Connectivity

    Aug 7, 2026Deepank Girish, Yi Hao Chan, Yubin Zheng +2Functional ConnectivityMedical Diagnosis

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

    Aug 7, 2026Guilherme S. Imai Aldeia, Clara Moon, Julie Shulman +5Medical Imaging Foundation ModelsMedical Diagnosis

  36. International Transfer of Stochastic Cortical Self-Reconstruction

    Aug 7, 2026Fabian Bongratz, Zhizheng Zhuo, Chao Zhang +3Cross-Domain Transfer LearningAlzheimer's Disease Classification

  37. Predicting Brain Morphometry with MT-GNN: Mesh Evolution in Continuous Time with Graph-Based Metric Tensor Embeddings

    Aug 5, 2026Hao Ding, Daniel Semchin, Paul M. Thompson +1Graph Neural NetworksLongitudinal Medical Image Analysis

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

    Aug 4, 2026Francesca Maccarone, Marina Di Stefano, Giorgio Longari +73D Medical ImagingNeuroimaging

  39. CyberNeuro: A Privacy-Preserving Agentic Workbench for Cohort-Scale Neuroimage and Clinical Data Analysis

    Jul 30, 2026Ran Ren, Junhong Tong, Yunxi Kong +10LLM Agent OrchestrationNeuroimaging

  40. NeuroPilot: An Agent-Driven Smart Pipeline for Processing, Quality Control, and Managing Neuroimages

    Jul 30, 2026Yiyao Chen, Yucheng Li, Jungong Tong +7Multi-Agent OrchestrationLLM Agent Orchestration

  41. Do Medical Foundation Models Generalize on the African Brain?

    Jul 30, 2026Kaouther Mouheb, Gonzalo Esteban Mosquera Rojas, Juancito van Leeuwen +2Medical Imaging Foundation ModelsNeuroimaging

  42. An Attention-Based Framework for Alzheimers Disease Classification Using Resting-State fMRI

    Jul 29, 2026Harshiddhi Pathak, Gowtham Reddy N, Mrinal Acharya +1Alzheimer's DiseaseFunctional Connectivity

  43. When Language Models Meet NeuroGraphs: Exploring Enhanced Agentic LLM Framework Towards Brain Network Analysis

    Jul 24, 2026Jiaxing Li, Rui Dong, Muyao Tang +1LLM InterpretabilityLLM Agents

  44. Toward High-Fidelity 3D Point-Cloud Learning for Brain Folding Morphology Prediction Using Trans-Unet

    Jul 23, 2026Geran Zhao, Xiaotian Li, Poorya Chavoshnejad +4Point Cloud LearningNeuroimaging

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

    Jul 23, 2026Rishab S. Iyer, Jiaxin Cindy Tu, Cesar Kadir Torrico Villanueva +10Neural DecodingImage Reconstruction

  46. SIINR: Structurally Informed Implicit Neural Representations for super-resolution with uncertainty quantification of clinical quality diffusion MRI datasets

    Jul 22, 2026Tom Hendriks, William Consagra, Anna Vilanova +2Implicit Neural RepresentationsUncertainty Quantification

  47. Imputation-free transformer learning enables robust Alzheimer's disease prediction and calibrated uncertainty quantification across heterogeneous clinical cohorts

    Jul 13, 2026Christelle Schneuwly Diaz, Narmina Baghirova, Duy-Thanh Vu +4Missing-Modality LearningLearning with Missing Data

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

    Jul 12, 2026Pierre-Louis Barbarant, Florent Meyniel, Bertrand ThirionNeural DecodingNeuroimaging

  49. Attention-Based Segmentation of WMHs and Differentiation of Vascular vs. Demyelinating Lesions

    Jul 9, 2026Aina Tur-Serrano, Gabriel Moyà-Alcover, Francisco J. Perales LópezImage SegmentationMedical Image Segmentation

  50. AT-Attn: Temporal-Aware Cross-Attention for Longitudinal Multimodal Alzheimer's Disease Diagnosis

    Jul 8, 2026Xinyue Du, Yibo Liu, Zhenglei Zhou +3Alzheimer's DiseaseLongitudinal Medical Image Analysis

  51. Navigating Hierarchy: Hyperbolic Learning on Brain Graphs for Disorder Diagnosis

    Jul 8, 2026Yapeng Li, Bo Jiang, Ziyan Zhang +2Medical DiagnosisHierarchical Representation Learning

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

    Jul 8, 2026Ishaan Batta, Meenu Ajith, Vince CalhounVariational AutoencodersMultimodal Embedding

  53. CLABTOOLKIT: An Open-Source Toolkit for Routine Processing, Manipulation, and Visualization of Neuroimaging Data

    Jul 2, 2026Yasser Alemán-Gómez, Nino Hervé, Patric HagmannNeuroimagingBrain Network Analysis

  54. SABER: A Semantic-Aligned Brain Network Analysis Framework via Multi-scale Hypergraphs

    Jul 2, 2026Yidan Xu, Xiangmin Han, Rundong Xue +1Medical DiagnosisHypergraph Neural Networks

  55. CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

    Jul 2, 2026Jueqi Wang, Zachary Jacokes, John Darrell Van Horn +3Cross-Modal AlignmentScientific Discovery

  56. Progressive Self-Supervised Learning with Individualized Community Assignment for Brain Network Analysis

    Jun 29, 2026Hairui Chen, Yanwu Yang, Jianfeng Cao +3Self-Supervised LearningGraph SSL