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Brain-age prediction: a systematic comparison of machine learning workflows

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.16.515405Source: DataRank Database

Brain-age prediction: a systematic comparison of machine learning workflows is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2022). On theSindex it has a DataRank of 0. It has been cited 4 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access4 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)OA: greenTopics (35)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (7)

Georgios Antonopoulos ORCID,Felix Hoffstaedter ORCID,Julian Caspers ORCID,Simon B. Eickhoff ORCID,Kaustubh R. Patil ORCID

Live enrichment

PubMed:19022398 OpenAlex:https://openalex.org/W4309234567

Deutsche Forschungsgemeinschaft

Grant: unidentified

unidentified

European Commission

Grant: 945539

Human Brain Project Specific Grant Agreement 3

National Institutes of Health

Grant: 1U01AG024904-01

Alzheimers Disease Neuroimaging Initiative

greenLicense: other-oa

repositoryhttps://www.biorxiv.org/content/biorxiv/early/2022/11/17/2022.11.16.515405.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2022.11.16.515405

repositoryhttps://doi.org/10.1101/2022.11.16.515405

https://doi.org/10.1016/j.neuroimage.2023.119947

Fields of Study

Dementia and Cognitive Impairment ResearchFunctional Brain Connectivity StudiesHealth, Environment, Cognitive Aging0301 basic medicine03 medical and health sciences0302 clinical medicine

Keywords

WorkflowNeuroimagingArtificial intelligenceFeature (linguistics)VoxelCorrelationProxy (statistics)Machine learningFeature selectionCross-validationComputer sciencePattern recognition (psychology)PsychologyMathematicsNeuroscienceDatabaseAdultBrain-age estimationReproducibility of ResultsBrain610Neurosciences. Biological psychiatry. NeuropsychiatryMagnetic Resonance ImagingHealthy agingAlzheimer DiseaseHumansRegression analysisinfo:eu-repo/classification/ddc/610RC321-571