Imagen de Portada

Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Thapaliya, Bishal, Akbas, Esra, Chen, Jiayu, Sapkota, Raam, Ray, Bhaskar, Suresh, Pranav, Calhoun, Vince, Liu, Jingyu
Formato:	Preprint
Publicado:	2023
Materias:	Machine Learning Artificial Intelligence Neurons and Cognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks
por: Thapaliya, Bishal, et al.
Publicado: (2024)

The Dynamics of Triple Interactions in Resting fMRI: Insights into Psychotic Disorders
por: Li, Qiang, et al.
Publicado: (2024)

Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks
por: Qu, Gang, et al.
Publicado: (2024)

Correlation of Correlation Networks: High-Order Interactions in the Topology of Brain Networks
por: Li, Qiang, et al.
Publicado: (2024)

Self-Clustering Graph Transformer Approach to Model Resting-State Functional Brain Activity
por: Thapaliya, Bishal, et al.
Publicado: (2025)

Resting state fMRI-based brain information flow mapping
por: Wang, Ze
Publicado: (2024)

BOLDSimNet: Examining Brain Network Similarity between Task and Resting-State fMRI
por: Kim, Boseong, et al.
Publicado: (2025)

Data Integration with Fusion Searchlight: Classifying Brain States from Resting-state fMRI
por: Wein, Simon, et al.
Publicado: (2024)

Resting state fMRI-based temporal coherence mapping
por: Wang, Ze
Publicado: (2021)

Efficient Brain Network Estimation with Sparse ICA in Non-Human Primate Neuroimaging
por: Li, Qiang, et al.
Publicado: (2025)

Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals
por: Temtam, Ahmed, et al.
Publicado: (2024)

Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
por: Yap, Sin-Yee, et al.
Publicado: (2025)

Persistent Homological State-Space Estimation of Functional Human Brain Networks at Rest
por: Chung, Moo K., et al.
Publicado: (2022)

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction
por: Sun, Guoying, et al.
Publicado: (2025)

Dynamic Brain Behaviours in Stroke: A Longitudinal Investigation Based on fMRI Analysis
por: Wu, Kaichao, et al.
Publicado: (2023)

Robust State-space Reconstruction of Brain Dynamics via Bootstrap Monte Carlo SSA
por: Wiafe, Sir-Lord, et al.
Publicado: (2025)

BrainCodec: Neural fMRI codec for the decoding of cognitive brain states
por: Nishimura, Yuto, et al.
Publicado: (2024)

Comparing and Scaling fMRI Features for Brain-Behavior Prediction
por: Sieler, Mikkel Schöttner, et al.
Publicado: (2025)

Neural network-based encoding in free-viewing fMRI with gaze-aware models
por: Gozukara, Dora, et al.
Publicado: (2026)

Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans
por: Zhou, Chuyang, et al.
Publicado: (2025)

Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls
por: Khazaee, Ali, et al.
Publicado: (2024)

fMRI Exploration of Visual Quality Assessment
por: Zhang, Yiming, et al.
Publicado: (2024)

A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds
por: Orlichenko, Anton, et al.
Publicado: (2024)

Deep Learning Inductive Biases for fMRI Time Series Classification during Resting-state and Movie-watching
por: Khodabandehloo, Behdad, et al.
Publicado: (2025)

New Graphs at the braingraph.org Website for Studying the Aging Brain Circuitry
por: Varga, Balint, et al.
Publicado: (2024)

Learning Image Derived PDE-Phenotypes from fMRI Data
por: Bica, Ion, et al.
Publicado: (2024)

Spatial Craving Patterns in Marijuana Users: Insights from fMRI Brain Connectivity Analysis with High-Order Graph Attention Neural Networks
por: Ding, Jun-En, et al.
Publicado: (2024)

Neural association between musical features and shared emotional perception while movie-watching: fMRI study
por: Muller-Rodriguez, Leonardo, et al.
Publicado: (2024)

Mapping minds not averages: a scalable subject-specific manifold learning framework for neuroimaging data
por: Geenjaar, Eloy, et al.
Publicado: (2025)

BOLDreams: Dreaming with pruned in-silico fMRI Encoding Models of the Visual Cortex
por: Hussain, Uzair, et al.
Publicado: (2025)

On the validity of fMRI studies with subject-level data processed through different pipelines
por: Germani, Elodie, et al.
Publicado: (2024)

A 7T fMRI dataset of synthetic images for out-of-distribution modeling of vision
por: Gifford, Alessandro T., et al.
Publicado: (2025)

Preparing fMRI Data for Statistical Analysis
por: Nieto-Castanon, Alfonso
Publicado: (2022)

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis
por: Zhao, Haokai, et al.
Publicado: (2024)

Localization of Seizure Onset Zone based on Spatio-Temporal Independent Component Analysis on fMRI
por: Sadjadi, Seyyed Mostafa, et al.
Publicado: (2025)

The HCP multi-pipeline dataset: an opportunity to investigate analytical variability in fMRI data analysis
por: Germani, Elodie, et al.
Publicado: (2023)

Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding
por: Huang, Heng, et al.
Publicado: (2024)

A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
por: Korponay, Cole
Publicado: (2026)

Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging
por: Baker, Bradley T., et al.
Publicado: (2024)

Graph learning methods to extract empathy supporting regions in a naturalistic stimuli fMRI
por: GRS, Sasanka, et al.
Publicado: (2024)