Dynamic Functional Connectivity

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11 papers2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. GRFBrain: Graph-Structured Rectified Flows for EEG Dynamic Modeling

    Sep 29, 2026Haohui Jia, Zheng Chen, Jathurshan Pradeepkumar +4ElectroencephalographyFunctional Connectivity

    Faculty of Information Science and Technology, Hokkaido University, Japan · SANKEN, The University of Osaka, Japan · Department of Computer Science, University of Illinois Urbana-Champaign, USA +1

  2. High-Resolution Dynamic Functional Connectivity Generation with Graph-Variate Flow Matching

    Sep 29, 2026Om Roy, Yashar Moshfeghi, Keith Malcolm SmithDynamic Functional ConnectivityFunctional Connectivity

    University of Strathclyde

  3. MSR-IVA: Masked Structural Residual Independent Vector Analysis for State-Aware Fusion of Structural MRI and Dynamic Functional Network Connectivity

    Aug 25, 2026Victor Solomon, Zening Fu, Rafal Angryk +2Dynamic Functional ConnectivityMultimodal Fusion

    Department of Computer Science, Georgia State University · Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University

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

    Aug 7, 2026Deepank Girish, Yi Hao Chan, Yubin Zheng +2Tucker DecompositionFunctional Connectivity

    Nanyang Technological University · Shanghai Jiao Tong University · Indian Institute of Technology Ropar

  5. Decoding Naturalistic Emotion Dynamics from the Brain: An LLM-Enhanced Regression Framework

    Jun 5, 2026Lemei Zhang, Peng Liu, Hans Dahle Kvadsheim +5Neural DecodingNeuroimaging

    Department of Computer Science, NTNU,Trondheim 7491, Norway · Kavli Institute for Systems Neuroscience, NTNU, Trondheim 7491, Norway · Microsoft, Trondheim 7012, Norway

  6. Distance-Aware Joint Spatio-Temporal Graph Contrastive Learning for Major Depressive Disorder Diagnosis

    May 22, 2026Muhammad Asif Hasan, Yanming Zhu, Xuefei Yin +1Functional ConnectivityDepression Detection

    School of Information Technology and Communication, Griffith University, Australia

  7. Foundation models for discovering robust biomarkers of neurological disorders from dynamic functional connectivity

    Apr 23, 2026Deepank Girish, Yi Hao Chan, Sukrit Gupta +2Medical Imaging Foundation ModelsFunctional Connectivity

    College of Computing and Data Science, Nanyang Technological University, Singapore

  8. D-GATNet: Interpretable Temporal Graph Attention Learning for ADHD Identification Using Dynamic Functional Connectivity

    Mar 27, 2026Qurat Ul Ain, Alptekin Temizel, Soyiba JawedDynamic Functional ConnectivityClassification

    Department of Computer and Software Engineering, College of Electrical and Mechanical Engineering, National University of Sciences and Technology, Islamabad 44000, Pakistan · Graduate School of Informatics, Middle East Technical University, 06800, Ankara, Turkey

  9. Fusion Learning from Dynamic Functional Connectivity: Combining the Amplitude and Phase of fMRI Signals to Identify Brain Disorders

    Mar 14, 2026Jinlong Hu, Jiatong Huang, Zijian CaiDynamic Functional ConnectivityFunctional Connectivity

    Guangdong Provincial Key Laboratory of Multimodal Big Data Intelligent Analysis, School of Computer Science and Engineering, South China University of Technology, Guangzhou, China

  10. BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling

    Mar 10, 2026Guiliang Guo, Guangqi Wen, Lingwen Liu +6Dynamic Functional ConnectivityBrain Network Analysis

    Computer Science and Engineering, Northeastern University, Shenyang, China · School of Computer Science and Artificial Intelligence, Shandong Normal University, Jinan, China · Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Fukuoka, Japan +3

  11. A Data-Driven Method to Map the Functional Organisation of Human Brain White Matter

    Feb 21, 2026Yifei Sun, James M. Shine, Robert D. Sanders +4Functional ConnectivityNeuroimaging

    School of Biomedical Engineering, The University of Sydney, Sydney, 2050, Australia. · Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia. · School of Medical Science, The University of Sydney, Sydney, 2050, Australia. +5