Cargando…

Identification of Young High-Functioning Autism Individuals Based on Functional Connectome Using Graph Isomorphism Network: A Pilot Study

Accumulated studies have determined the changes in functional connectivity in autism spectrum disorder (ASD) and spurred the application of machine learning for classifying ASD. Graph Neural Network provides a new method for network analysis in brain disorders to identify the underlying network feat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Sihong, Jin, Dezhi, Liu, Jun, He, Ye
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315722/ https://www.ncbi.nlm.nih.gov/pubmed/35884690 http://dx.doi.org/10.3390/brainsci12070883

Ejemplares similares

DotMotif: an open-source tool for connectome subgraph isomorphism search and graph queries
por: Matelsky, Jordan K., et al.
Publicado: (2021)

Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis
por: Kim, Byung-Hoon, et al.
Publicado: (2020)

Connectome: Graph theory application in functional brain network architecture
por: Vecchio, Fabrizio, et al.
Publicado: (2017)

The Comparison of Tree-Sibling Time Consistent Phylogenetic Networks Is Graph Isomorphism-Complete
por: Cardona, Gabriel, et al.
Publicado: (2014)

Atypical functional connectome hierarchy in autism
por: Hong, Seok-Jun, et al.
Publicado: (2019)

The Altered Pattern of the Functional Connectome Related to Pathological Biomarkers in Individuals for Autism Spectrum Disorder Identification
por: Peng, Liling, et al.
Publicado: (2022)

Some isomorphic properties of m-polar fuzzy graphs with applications
por: Ghorai, Ganesh, et al.
Publicado: (2016)

Identification of Autism Spectrum Disorder With Functional Graph Discriminative Network
por: Li, Jingcong, et al.
Publicado: (2021)

Predicting treatment response in adolescents and young adults with major depressive episodes from fMRI using graph isomorphism network
por: Duan, Jia, et al.
Publicado: (2023)

Kinome-wide polypharmacology profiling of small molecules by multi-task graph isomorphism network approach
por: Bao, Lingjie, et al.
Publicado: (2023)

Experimental quantum annealing: case study involving the graph isomorphism problem
por: Zick, Kenneth M., et al.
Publicado: (2015)

Graph isomorphism-based algorithm for cross-checking chemical and crystallographic descriptions
por: Merkys, Andrius, et al.
Publicado: (2023)

Graph‐matching distance between individuals' functional connectomes varies with relatedness, age, and cognitive score
por: Bukhari, Hussain, et al.
Publicado: (2023)

Accurate prediction of individual subject identity and task, but not autism diagnosis, from functional connectomes
por: Byrge, Lisa, et al.
Publicado: (2020)

An unbiased Bayesian approach to functional connectomics implicates social-communication networks in autism
por: Venkataraman, Archana, et al.
Publicado: (2015)

Diagnosis of schizophrenia with functional connectome data: a graph-based convolutional neural network approach
por: Oh, Kang-Han, et al.
Publicado: (2022)

GRETNA: a graph theoretical network analysis toolbox for imaging connectomics
por: Wang, Jinhui, et al.
Publicado: (2015)

MapEff: An Effective Graph Isomorphism Agorithm Based on the Discrete-Time Quantum Walk
por: Liu, Kai, et al.
Publicado: (2019)

Marking Vertices to Find Graph Isomorphism Mapping Based on Continuous-Time Quantum Walk
por: Wang, Xin, et al.
Publicado: (2018)

Evidence That Calls-Based and Mobility Networks Are Isomorphic
por: Coscia, Michele, et al.
Publicado: (2015)

Constructing Phylogenetic Networks Based on the Isomorphism of Datasets
por: Wang, Juan, et al.
Publicado: (2016)

Correction to: Diagnosis of schizophrenia with functional connectome data: a graph-based convolutional neural network approach
por: Oh, Kang-Han, et al.
Publicado: (2022)

Identifying the neural network for neuromodulation in epilepsy through connectomics and graphs
por: Vetkas, Artur, et al.
Publicado: (2022)

Isomorphic Steiner Symmetrization
por: Klartag, B, et al.
Publicado: (2002)

Isomorphs in nanoconfined liquids
por: Carter, Benjamin M. G. D., et al.
Publicado: (2021)

High-accuracy individual identification using a “thin slice” of the functional connectome
por: Byrge, Lisa, et al.
Publicado: (2019)

Corrigendum: GRETNA: a graph theoretical network analysis toolbox for imaging connectomics
por: Wang, Jinhui, et al.
Publicado: (2015)

NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics
por: Said, Anwar, et al.
Publicado: (2023)

Topological Isomorphisms of Human Brain and Financial Market Networks
por: Vértes, Petra E., et al.
Publicado: (2011)

Isomorphic Go: learn how to build modern isomorphic web applications using the Go programming language, GopherJS, and the Isomorphic Go toolkit
por: Balasubramanian, Kamesh
Publicado: (2017)

Graph analysis of diffusion tensor imaging-based connectome in young men with internet gaming disorder
por: Qin, Jiaolong, et al.
Publicado: (2023)

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

Abnormal wiring of the connectome in adults with high-functioning autism spectrum disorder
por: Roine, Ulrika, et al.
Publicado: (2015)

Predicting full-scale and verbal intelligence scores from functional Connectomic data in individuals with autism Spectrum disorder
por: Dryburgh, Elizabeth, et al.
Publicado: (2019)

rest2vec: Vectorizing the resting-state functional connectome using graph embedding
por: Morrissey, Zachery D., et al.
Publicado: (2020)

Isomorphisms Between H¹ Spaces
por: Müller, Paul FX
Publicado: (2005)

Isomorphs in Model Molecular Liquids
por: Ingebrigtsen, Trond S., et al.
Publicado: (2012)

Lectures on the Curry-Howard Isomorphism
por: Urzyczyn, Pawel
Publicado: (2006)

The Operational Choi–Jamiołkowski Isomorphism
por: Adlam, Emily
Publicado: (2020)

Individual structural features constrain the mouse functional connectome
por: Melozzi, Francesca, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_9s8o1a6os46pk3nop7mak47cri