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Leveraging the adolescent brain cognitive development study to improve behavioral prediction from neuroimaging in smaller replication samples

Cerebral Cortex(2024)10.1093/cercor/bhae223Source: DataRank Database

Leveraging the adolescent brain cognitive development study to improve behavioral prediction from neuroimaging in smaller replication samples is a dataset published in Cerebral Cortex (2024). On theSindex it has a DataRank of 0.802, placing it in the top 25.1% of the data-sharing corpus. It has been cited 26 times, with 22 citing works in its 1-hop citation network.

Top 25%percentile

0.802DataRank

Ranks in the top 25% for downstream scientific impact

Data paper Open Access26 citations · 22 citing works in its network

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DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (55 grants)Impact (FWCI 6.13)OA: bronzeTopics (104)IDs (PubMed, PMC, OpenAlex)Annotations (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (1/3)

Dataset classification

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DataRank Breakdown

Base Score 62%Citation Network 38%

Base Score Contribution

0.494

From this paper's citation signal

Citation Network Contribution

0.308

From 16 citing papers with measurable signal

Learn more about DataRank methodology →

Top 5 citers driving the network score

Ranked by each citer's contribution to N(p) — log1p(C_q) divided by its reference count — out of 22 citers.

External validation of machine learning models—registered models and adaptive sample splitting
GigaScience202532 citations46 referencesContributes 0.076
Replicability and generalizability in population psychiatric neuroimaging
Neuropsychopharmacology202425 citations63 referencesContributes 0.052
Connectome-based fingerprinting: reproducibility, precision, and behavioral prediction
Neuropsychopharmacology202423 citations121 referencesContributes 0.026
Power and reproducibility in the external validation of brain-phenotype predictions
Nature Human Behaviour202413 citations103 referencesContributes 0.026
Multiscale brain modeling: bridging microscopic and macroscopic brain dynamics for clinical and technological applications
Frontiers in Cellular Neuroscience202517 citations127 referencesContributes 0.023

Authors (9)

Timothy T. Brown ORCID,Weiqi Zhao ORCID,Donald J. Hagler ORCID,Pravesh Parekh ORCID,Hugh Garavan ORCID

Live enrichment

PubMed:38880786 PMC:PMC11180541 OpenAlex:https://openalex.org/W4399758172

National Institutes of Health

Grant: U01DA041048

National Institutes of Health

Grant: U01DA050989

National Institutes of Health

Grant: U01DA051016

National Institutes of Health

Grant: U01DA041022

National Institutes of Health

Grant: U01DA051018

National Institutes of Health

Grant: U01DA051037

National Institutes of Health

Grant: U01DA050987

National Institutes of Health

Grant: U01DA041174

National Institutes of Health

Grant: U01DA041106

National Institutes of Health

Grant: U01DA041117

National Institutes of Health

Grant: U01DA041028

National Institutes of Health

Grant: U01DA041134

National Institutes of Health

Grant: U01DA050988

National Institutes of Health

Grant: U01DA051039

National Institutes of Health

Grant: U01DA041156

National Institutes of Health

Grant: U01DA041025

National Institutes of Health

Grant: U01DA041120

National Institutes of Health

Grant: U01DA051038

National Institutes of Health

Grant: U01DA041148

National Institutes of Health

Grant: U01DA041093

National Institutes of Health

Grant: U01DA041089

National Institutes of Health

Grant: U24DA041123

National Institutes of Health

Grant: U24DA041147

NIMH NIH HHS

Grant: K99 MH132886

NIMH NIH HHS

Grant: R00 MH132886

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: 5U01DA051037-04

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

National Institutes of Health

Grant: 5U01DA041028-08

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

National Institutes of Health

Grant: 3U24DA041147-06S5

ABCD-USA Consortium: Coordinating Center

National Institutes of Health

Grant: 5U01DA050988-06

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

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

European Commission

Grant: 801133

SCIENTIA-FELLOWS II: International Postdoctoral Fellowship Programme

The Research Council of Norway

Grant: 324252

Decoding psychotic disorders into patterns of polygenic pleiotropy

National Institutes of Health

Grant: 3U01DA041148-04S1

ABCD-USA Consortium: 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: 1U01DA041174-01

ABCD-USA: NYC Research Project

National Institutes of Health

Grant: 5U01DA041120-03

ABCD-USA Consortium: Twin Research Project

National Institutes of Health

Grant: 5U01DA041106-11

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

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: 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: 3U01DA041134-04S1

Prospective Research Studies of Maturation (PRISM)- Research Project

National Institutes of Health

Grant: 5U01DA051018-06

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

National Institutes of Health

Grant: 5U01DA041048-11

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

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

National Institutes of Health

Grant: 5U01DA041022-03

ABCD-USA Consortium: Research Project

National Institutes of Health

Grant: 5K99MH132886-02

Towards an etiological model of adolescent eating disorders through neuroimaging, genetics, and behavior

NIMH Data Archive

Adolescent Brain Cognitive DevelopmentSM

NIMH Data Archive

FWCI

6.13

Citation Percentile

1.0%

Citation Trend

2023

2024

2025

2026

bronzeLicense: OUP Standard Publication Reuse

journalhttps://academic.oup.com/cercor/article-pdf/34/6/bhae223/58242930/bhae223.pdf

publisherhttps://academic.oup.com/cercor/article-pdf/34/6/bhae223/58242930/bhae223.pdf

journalhttps://doi.org/10.1093/cercor/bhae223

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38880786

repositoryhttps://escholarship.org/uc/item/5ch046cc

Fields of Study

Functional Brain Connectivity StudiesCognitive Abilities and TestingHealth, Environment, Cognitive Aging05 social sciences0501 psychology and cognitive sciencesHumansAdolescentMagnetic Resonance ImagingBrainMaleFemaleCognitionNeuroimagingMemory, Short-TermChildAdolescent DevelopmentBrain Mapping

MeSH Terms

AdolescentBrainBrain MappingChildCognitionFemaleHumansMagnetic Resonance ImagingMaleMemory, Short-TermAdolescent DevelopmentNeuroimaging

Keywords

NeuroimagingCognitionUnivariateFunctional magnetic resonance imagingResting state fMRIReplication (statistics)Multivariate statisticsPsychologyImaging geneticsSample size determinationFunctional neuroimagingNeuroscienceComputer scienceMedicineMachine learningNeurocognitionMultivariate ModelingStructural MriTask Functional MriBrain-behavior AssociationsMagnetic Resonance Imaging (mesh)MaleBiological Psychology150Biomedical Imaging (rcdc)Male (mesh)ChildNeurosciences (rcdc)Humans (mesh)Brain Mapping52 Psychology (for-2020)Bioengineering (rcdc)BrainExperimental Psychology3209 Neurosciences (for-2020)Magnetic Resonance ImagingMemory, Short-TermNeurological5202 Biological Psychology (for-2020)Biomedical ImagingMental healthCognitive SciencesFemaleBehavioral and Social Science (rcdc)Cognitive and Computational PsychologyCognition (mesh)AdolescentBrain Mapping (mesh)Child (mesh)610Bioengineering5204 Cognitive and computational psychology (for-2020)Basic Behavioral and Social ScienceNeuroimaging (mesh)ArticleBrain (mesh)Experimental Psychology (science-metrix)MemoryBehavioral and Social ScienceHumansNeurological (hrcs-hc)4.1 Discovery and preclinical testing of markers and technologies (hrcs-rac)NeurosciencesAdolescent (mesh)Adolescent Development1109 Neurosciences (for)4.1 Discovery and preclinical testing of markers and technologiesMental health (hrcs-hc)Short-TermFemale (mesh)Short-Term (mesh)1702 Cognitive Sciences (for)1701 Psychology (for)Basic Behavioral and Social Science (rcdc)Adolescent Development (mesh)

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Top 14%

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co-cited

10.1038/s41592-023-01812-3

Meaningful associations in the adolescent brain cognitive development study

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4.2DataRank

NeuroImage(2021)

co-cited

10.1016/j.neuroimage.2021.118262

Leveraging the adolescent brain cognitive development study to improve behavioral prediction from neuroimaging in smaller replication samples

FAIR Checklist

DataRank Breakdown

Top 5 citers driving the network score

Authors (9)

Funding (55 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)

Related Papers (2)