Cargando…

Unsupervised contrastive graph learning for resting‐state functional MRI analysis and brain disorder detection

Resting‐state functional magnetic resonance imaging (rs‐fMRI) helps characterize regional interactions that occur in the human brain at a resting state. Existing research often attempts to explore fMRI biomarkers that best predict brain disease progression using machine/deep learning techniques. Pre...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Xiaochuan, Chu, Ying, Wang, Qianqian, Cao, Liang, Qiao, Lishan, Zhang, Limei, Liu, Mingxia
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley & Sons, Inc. 2023
Materias:	Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10619386/ https://www.ncbi.nlm.nih.gov/pubmed/37668327 http://dx.doi.org/10.1002/hbm.26469

Ejemplares similares

Resting-State Functional MRI Adaptation with Attention Graph Convolution Network for Brain Disorder Identification
por: Chu, Ying, et al.
Publicado: (2022)

Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI
por: Chu, Ying, et al.
Publicado: (2022)

GUBS: Graph-Based Unsupervised Brain Segmentation in MRI Images
por: Mayala, Simeon, et al.
Publicado: (2022)

Graph-Based Network Analysis of Resting-State Functional MRI
por: Wang, Jinhui, et al.
Publicado: (2010)

Fusing Multiview Functional Brain Networks by Joint Embedding for Brain Disease Identification
por: Wang, Chengcheng, et al.
Publicado: (2023)

Adaptive Multimodal Neuroimage Integration for Major Depression Disorder Detection
por: Wang, Qianqian, et al.
Publicado: (2022)

Changes of Functional Brain Networks in Major Depressive Disorder: A Graph Theoretical Analysis of Resting-State fMRI
por: Ye, Ming, et al.
Publicado: (2015)

Brain age prediction using the graph neural network based on resting-state functional MRI in Alzheimer's disease
por: Gao, Jingjing, et al.
Publicado: (2023)

Generation of Individual Whole-Brain Atlases With Resting-State fMRI Data Using Simultaneous Graph Computation and Parcellation
por: Wang, J., et al.
Publicado: (2018)

Learning to Fuse Multiple Brain Functional Networks for Automated Autism Identification
por: Zhang, Chaojun, et al.
Publicado: (2023)

Visibility graphs for fMRI data: Multiplex temporal graphs and their modulations across resting-state networks
por: Sannino, Speranza, et al.
Publicado: (2017)

A method for independent component graph analysis of resting‐state fMRI
por: Ribeiro de Paula, Demetrius, et al.
Publicado: (2017)

Reproducibility of graph measures at the subject level using resting‐state fMRI
por: Ran, Qian, et al.
Publicado: (2020)

Resting-State fMRI Activity Predicts Unsupervised Learning and Memory in an Immersive Virtual Reality Environment
por: Wong, Chi Wah, et al.
Publicado: (2014)

Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data
por: Thapaliya, Bishal, et al.
Publicado: (2023)

Development of an unsupervised cycle contrastive unpaired translation network for MRI‐to‐CT synthesis
por: Wang, Jiangtao, et al.
Publicado: (2022)

Classifying Vulnerability to Sleep Deprivation Using Resting-State Functional MRI Graph Theory Metrics
por: Xu, Yongqiang, et al.
Publicado: (2021)

Language in the brain at rest: new insights from resting state data and graph theoretical analysis
por: Muller, Angela M., et al.
Publicado: (2014)

Diurnal variations of resting-state fMRI data: A graph-based analysis
por: Farahani, Farzad V., et al.
Publicado: (2022)

Altered Functional Brain Networks in Patients with Traumatic Anosmia: Resting-State Functional MRI Based on Graph Theoretical Analysis
por: Park, Mina, et al.
Publicado: (2019)

Estimating Brain Functional Networks Based on Adaptively-Weighted fMRI Signals for MCI Identification
por: Chen, Huihui, et al.
Publicado: (2021)

Extracting default mode network based on graph neural network for resting state fMRI study
por: Wang, Donglin, et al.
Publicado: (2022)

Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification
por: Li, Weikai, et al.
Publicado: (2017)

Graph Theoretical Analysis of Functional Brain Networks: Test-Retest Evaluation on Short- and Long-Term Resting-State Functional MRI Data
por: Wang, Jin-Hui, et al.
Publicado: (2011)

Corrigendum: Classifying Vulnerability to Sleep Deprivation Using Resting-State Functional MRI Graph Theory Metrics
por: Xu, Yongqiang, et al.
Publicado: (2022)

Dictionary learning for unsupervised identification of ischemic territories in CP-BOLD Cardiac MRI at rest
por: Bevilacqua, Marco, et al.
Publicado: (2015)

Network Scaling Effects in Graph Analytic Studies of Human Resting-State fMRI Data
por: Fornito, Alex, et al.
Publicado: (2010)

The Influence of Preprocessing Steps on Graph Theory Measures Derived from Resting State fMRI
por: Gargouri, Fatma, et al.
Publicado: (2018)

Sub-graph entropy based network approaches for classifying adolescent obsessive-compulsive disorder from resting-state functional MRI
por: Sen, Bhaskar, et al.
Publicado: (2020)

Intrinsic Brain Network Abnormalities in Migraines without Aura Revealed in Resting-State fMRI
por: Xue, Ting, et al.
Publicado: (2012)

Brain Entropy Study on Obsessive-Compulsive Disorder Using Resting-State fMRI
por: Jiang, Xi, et al.
Publicado: (2021)

The effect of node features on GCN-based brain network classification: an empirical study
por: Wang, Guangyu, et al.
Publicado: (2023)

Disrupted brain network topology in chronic insomnia disorder: A resting-state fMRI study
por: Li, Zhonglin, et al.
Publicado: (2018)

Graph Regularized Deep Sparse Representation for Unsupervised Anomaly Detection
por: Li, Shicheng, et al.
Publicado: (2021)

Contrasting resting-state fMRI abnormalities from sickle and non-sickle anemia
por: Coloigner, Julie, et al.
Publicado: (2017)

Disturbed resting state EEG synchronization in bipolar disorder: A graph-theoretic analysis()
por: Kim, Dae-Jin, et al.
Publicado: (2013)

Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
por: Xing, Mengqi, et al.
Publicado: (2016)

IRC-Safe Graph Autoencoder for Unsupervised Anomaly Detection
por: Atkinson, Oliver, et al.
Publicado: (2022)

Comparative Analysis of Unsupervised Protein Similarity Prediction Based on Graph Embedding
por: Zhang, Yuanyuan, et al.
Publicado: (2021)

Exploration of the Brain in Rest: Resting-State Functional MRI Abnormalities in Patients with Classic Galactosemia
por: van Erven, Britt, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_79an3gvkhl4iou03tvhm0nqlsh