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BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks

IEEE Transactions on Medical Imaging(2022)10.1109/tmi.2022.3218745Source: DataRank Database

BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks is a research paper published in IEEE Transactions on Medical Imaging (2022). On theSindex it has a DataRank of 0. It has been cited 196 times.

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Open Access196 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (66 grants)Impact (FWCI 17.10)OA: greenTopics (51)Linked Datasets (16)DataCite Reuse (16)IDs (PubMed, OpenAlex)

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Accessible (1/2)

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Interoperable (2/2)

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Authors (10)

Wei Dai ORCID,Yanqiao Zhu ORCID,Xuan Kan ORCID,Antonio Aodong Chen Gu ORCID,Joshua Lukemire

Live enrichment

PubMed:36318557 OpenAlex:https://openalex.org/W4307847583

National Institutes of Health

Grant: R01MH105561

National Institutes of Health

Grant: R01MH118771

National Institutes of Health

Grant: R01AG071243

National Institutes of Health

Grant: R01MH125928

National Institutes of Health

Grant: U01AG068057

National Science Foundation

Grant: IIS 2045848

National Science Foundation

Grant: IIS 1837956

Office of Naval Research

Grant: N00014-18-1-2009

Collection of the Philadelphia Neurodevelopmental Cohort (PNC) dataset awarded to Raquel Gur

Grant: RC2MH089983

Hakon Hakorson

Grant: RC2MH089924

National Institutes of Health and additional federal partners

Grant: U01DA041048

National Institutes of Health and additional federal partners

Grant: U01DA050989

National Institutes of Health and additional federal partners

Grant: U01DA051016

National Institutes of Health and additional federal partners

Grant: U01DA041022

National Institutes of Health and additional federal partners

Grant: U01DA051018

National Institutes of Health and additional federal partners

Grant: U01DA051037

National Institutes of Health and additional federal partners

Grant: U01DA050987

National Institutes of Health and additional federal partners

Grant: U01DA041174

National Institutes of Health and additional federal partners

Grant: U01DA041106

National Institutes of Health and additional federal partners

Grant: U01DA041117

National Institutes of Health and additional federal partners

Grant: U01DA041028

National Institutes of Health and additional federal partners

Grant: U01DA041134

National Institutes of Health and additional federal partners

Grant: U01DA050988

National Institutes of Health and additional federal partners

Grant: U01DA051039

National Institutes of Health and additional federal partners

Grant: U01DA041156

National Institutes of Health and additional federal partners

Grant: U01DA041025

National Institutes of Health and additional federal partners

Grant: U01DA041120

National Institutes of Health and additional federal partners

Grant: U01DA051038

National Institutes of Health and additional federal partners

Grant: U01DA041148

National Institutes of Health and additional federal partners

Grant: U01DA041093

National Institutes of Health and additional federal partners

Grant: U01DA041089

National Institutes of Health and additional federal partners

Grant: U24DA041123

National Institutes of Health and additional federal partners

Grant: U24DA041147

National Institutes of Health

Grant: 3U01DA041148-04S1

ABCD-USA Consortium: Research Project

National Science Foundation

Grant: 1837956

BIGDATA: IA: Collaborative Research: Asynchronous Distributed Machine Learning Framework for Multi-Site Collaborative Brain Big Data Mining

National Institutes of Health

Grant: 5U01DA051039-04

19/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT UVM

National Institutes of Health

Grant: 5U01DA051038-02

21/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT WUSTL

National Science Foundation

Grant: 2045848

CAREER: Brain Imaging Genetics via multimodal modular structure querying

National Institutes of Health

Grant: 5U01DA041106-11

9/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT U MICHIGAN

National Institutes of Health

Grant: 5R01AG071243-03

CRCNS: Investigating Brain Dynamics through the Lens of Statistical Mechanics

National Institutes of Health

Grant: 3U24DA041147-06S5

ABCD-USA Consortium: Coordinating Center

National Institutes of Health

Grant: 1U01AG068057-01

Ultrascale Machine Learning to Empower Discovery in Alzheimers Disease Biobanks

National Institutes of Health

Grant: 5U01DA050988-06

16/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT UNIVERSITY OF ROCHESTER

National Institutes of Health

Grant: 3U01DA041117-04S1

Adolescent Brain Cognitive Development (ABCD) Prospective Research in Studies of Maturation (PRISM) Consortium

National Institutes of Health

Grant: 1U01DA041093-01

13/13 ABCD-USA Consortium: Research Project

National Institutes of Health

Grant: 1U01DA041174-01

ABCD-USA: NYC Research Project

National Institutes of Health

Grant: 5U01DA051016-03

18/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT THE UNIVERSITY OF FLORIDA

National Institutes of Health

Grant: 5U01DA041048-11

8/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT CHLA

National Institutes of Health

Grant: 5U01DA041120-03

ABCD-USA Consortium: Twin Research Project

National Institutes of Health

Grant: 5U01DA051037-04

20/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT VCU

National Institutes of Health

Grant: 1R01MH118771-01A1

Statistical Methods for Analyzing Complex, Multi-dimensional Data from Cross-sectional and Longitudinal Mental Health Studies

National Institutes of Health

Grant: 3U01DA041134-04S1

Prospective Research Studies of Maturation (PRISM)- Research Project

National Institutes of Health

Grant: 5U01DA041028-08

12/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT U PITTSBURGH

National Institutes of Health

Grant: 5U01DA051018-06

14/21 ABCD-USA Consortium: Research Project Site at CU Boulder

National Institutes of Health

Grant: 1U01DA050987-01

17/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT UCLA

National Institutes of Health

Grant: 5U01DA041025-07

11/21 ABCD-USA Consortium: Research Project Site at UWM

National Institutes of Health

Grant: 5R01MH105561-08

Statistical ICA Methods for Analysis and Integration of Multi-dimensional Data

National Institutes of Health

Grant: 5RC2MH089924-02

2/2 Neurodevelopmental Genomics: Trajectories of Complex Phenotypes

National Institutes of Health

Grant: 1RF1MH125928-01

Connecting late-life depression and cognition with statistical physics based connectomics and sparse Frechet regression

National Institutes of Health

Grant: 5U01DA041089-05

ABCD-USA Consortium: Research Project

National Institutes of Health

Grant: 5U01DA050989-05

15/21 ABCD-USA Consortium: Research Project Site at LIBR

National Institutes of Health

Grant: 5U01DA041022-03

ABCD-USA Consortium: Research Project

National Institutes of Health

Grant: 5RC2MH089983-02

Neurodevelopmental Genomics: Trajectories of Complex Phenotypes

National Institutes of Health

Grant: 2U24DA041123-06

ABCD-USA Consortium: Data Analysis, Informatics and Resource Center

National Institutes of Health

Grant: 5U01DA041156-05

Adolescent Brain Cognitive Development (ABCD): FIU

NIMH NIH HHS

Grant: RF1 MH125928

FWCI

17.10

Citation Percentile

1.0%

Citation Trend

2022

2023

2024

2025

2026

greenLicense: IEEE Copyright

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC10079627/pdf/nihms-1864927.pdf

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC10079627/pdf/nihms-1864927.pdf

publisherhttps://ieeexplore.ieee.org/ielam/42/10035777/9933896-aam.pdf

publisherhttp://xplorestaging.ieee.org/ielx7/42/10035777/09933896.pdf?arnumber=9933896

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/10079627

Fields of Study

Functional Brain Connectivity StudiesHealth, Environment, Cognitive AgingAdvanced Neuroimaging Techniques and Applications02 engineering and technology03 medical and health sciences0302 clinical medicine0202 electrical engineering, electronic engineering, information engineeringHumansBenchmarkingBrainConnectomeNeural Networks, ComputerNeuroimaging

MeSH Terms

BrainHumansNeural Networks, ComputerBenchmarkingNeuroimagingConnectome

Keywords

Computer scienceConnectomeNeuroimagingArtificial intelligencePython (programming language)Benchmark (surveying)Machine learningModalitiesConnectomicsPower graph analysisArtificial neural networkVisualizationBridging (networking)Human Connectome ProjectGraphData scienceFunctional connectivityTheoretical computer scienceProgramming languageNeuroscienceFOS: Computer and information sciencesComputer Science - Machine LearningComputer Science - Neural and Evolutionary ComputingBrainMachine Learning (cs.LG)BenchmarkingQuantitative Biology - Neurons and CognitionFOS: Biological sciencesHumansNeurons and Cognition (q-bio.NC)Neural Networks, ComputerNeural and Evolutionary Computing (cs.NE)

Additional file 1 of Graph neural network and machine learning analysis of functional neuroimaging for understanding schizophrenia

10.6084/m9.figshare.24934454.v1figshare

Additional file 1 of Graph neural network and machine learning analysis of functional neuroimaging for understanding schizophrenia

10.6084/m9.figshare.24934454figshare

Additional file 6 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726123.v1figshare

Additional file 6 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726123figshare

Additional file 5 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726120figshare

Additional file 5 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726120.v1figshare

Additional file 1 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.25909990figshare

Additional file 1 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.25909990.v1figshare

Additional file 3 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726114.v1figshare

Additional file 2 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.25910141.v1figshare

Additional file 4 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726117figshare

Additional file 2 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.25910141figshare

Additional file 3 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726114figshare

Additional file 4 of Whole-genome selection signature differences between Chaohu and Ji’an red ducks

10.6084/m9.figshare.26726117.v1figshare

BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks

10.15154/1526351NIMH Data Repositories

BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks

10.48550/arxiv.2204.07054arXiv