Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Opaque ontology: neuroimaging classification of ICD-10 diagnostic groups in the UK Biobank

GigaScience(2025)10.1093/gigascience/giae119Source: DataRank Database

Opaque ontology: neuroimaging classification of ICD-10 diagnostic groups in the UK Biobank is a research paper published in GigaScience (2025). On theSindex it has a DataRank of 0. It has been cited 1 time.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access1 citations

Download PDF

Cite:

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 (12 grants)OA: goldTopics (34)IDs (PubMed, PMC)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (5)

Xiaoke Luo ORCID,Kayla Hannon ORCID,Petra Lenzini ORCID,Janine Bijsterbosch ORCID,Ty Easley ORCID

Live enrichment

PubMed:39931027 PMC:PMC11811528

National Institutes of Health

Grant: NIMH R01 MH128286

National Institutes of Health

Grant: NIMH R01 MH132962

National Science Foundation

Grant: DGE-2139839

NIH S10

Grant: 1S10OD025200-01A1

Acquisition of a next-generation computing cluster

NIH S10

Grant: 1S10OD030477-01

A High Performance Research Image Repository (RIR) for the Washington University Center of High Performance Computing (CHPC)

NIH HHS

Grant: S10 OD030477

NIMH NIH HHS

Grant: R01 MH128286

NIMH NIH HHS

Grant: R01 MH132962

National Science Foundation

Grant: 2139839

Graduate Research Fellowship Program (GRFP)

National Institutes of Health

Grant: 1R01MH128286-01A1

Individualized brain biomarkers of late life depression: contributions to heterogeneity and resilience

National Institutes of Health

Grant: 5R01MH132962-02

HCP-2.0: Ascertaining Network Mechanisms and Analytics of Emotional Dysfunction (HARMONY)

Washington University Research Computing and Informatics Facility

goldLicense: CC BY

publisherhttps://academic.oup.com/gigascience/article-pdf/doi/10.1093/gigascience/giae119/61840063/giae119.pdf

Europe_PMChttps://europepmc.org/articles/PMC11811528

Europe_PMChttps://europepmc.org/articles/PMC11811528?pdf=render

https://doi.org/10.1101/2024.04.15.589555

https://doi.org/10.1093/gigascience/giae119

Fields of Study

02 engineering and technology0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

HumansMagnetic Resonance ImagingCase-Control StudiesInternational Classification of DiseasesAdultAgedMiddle AgedBiological Specimen BanksFemaleMaleNeuroimagingMachine LearningUnited KingdomUK Biobank

Keywords

Nervous system diseasesMachine LearningNeuroimagingMental Health DisordersUk BiobankMaleAdultResearchMiddle AgedMagnetic Resonance ImagingArticleUnited KingdomInternational Classification of DiseasesCase-Control StudiesHumansFemaleBiological Specimen BanksAged