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Effective integration of multi-omics with prior knowledge to identify biomarkers via explainable graph neural networks

npj Systems Biology and Applications(2025)10.1038/s41540-025-00519-9Source: DataRank Database

Effective integration of multi-omics with prior knowledge to identify biomarkers via explainable graph neural networks is a research paper published in npj Systems Biology and Applications (2025). On theSindex it has a DataRank of 0. It has been cited 26 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access26 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (33 grants)Impact (FWCI 11.89)OA: goldTopics (37)IDs (PubMed, OpenAlex)SDGs (1)

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)

Zachary Frohock,Hong Wang ORCID,Gregory A. Cary ORCID,Stephen Keegan ORCID,Gregory W. Carter ORCID

Live enrichment

PubMed:40341543 OpenAlex:https://openalex.org/W4410191441

NIA

Grant: R21 AG083299

NIH

Grant: U54 AG065187

NIA NIH HHS

Grant: R01 AG042210

NIA NIH HHS

Grant: RF1 AG057440

NIA NIH HHS

Grant: K08 AG034290

NIA NIH HHS

Grant: R01 AG043617

NIA NIH HHS

Grant: R01 AG017917

NCRR NIH HHS

Grant: KL2 RR024151

NIA NIH HHS

Grant: R01 AG032990

NINDS NIH HHS

Grant: R01 NS080820

NIA NIH HHS

Grant: RC2 AG036547

NIDA NIH HHS

Grant: HHSN271201300031C

NIA NIH HHS

Grant: U01 AG046139

NIEHS NIH HHS

Grant: U01 ES017155

NIA NIH HHS

Grant: P01 AG017216

NIA NIH HHS

Grant: U01 AG046152

NIA NIH HHS

Grant: P50 AG016574

NIA NIH HHS

Grant: K25 AG041906

NIA NIH HHS

Grant: RF1 AG054014

NIA NIH HHS

Grant: R01 AG030146

NIA NIH HHS

Grant: U01 AG046170

NIA NIH HHS

Grant: R01 AG057907

NIA NIH HHS

Grant: R01 AG036042

NIA NIH HHS

Grant: P30 AG010161

NIA NIH HHS

Grant: P01 AG003949

NINDS NIH HHS

Grant: U24 NS072026

NIA NIH HHS

Grant: R01 AG011101

NIA NIH HHS

Grant: P30 AG019610

NIA NIH HHS

Grant: P50 AG025711

NIA NIH HHS

Grant: R01 AG018023

NIA NIH HHS

Grant: U01 AG006786

NIA NIH HHS

Grant: R01 AG036836

NIA NIH HHS

Grant: R01 AG015819

FWCI

11.89

Citation Percentile

1.0%

Citation Trend

2025

2026

goldLicense: cc-by

journalhttps://www.nature.com/articles/s41540-025-00519-9.pdf

publisherhttps://www.nature.com/articles/s41540-025-00519-9.pdf

publisherhttps://www.nature.com/articles/s41540-025-00519-9

journalhttps://doi.org/10.1038/s41540-025-00519-9

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40341543

Fields of Study

Bioinformatics and Genomic NetworksGene expression and cancer classificationAdvanced Graph Neural NetworksHumansNeural Networks, ComputerBiomarkersAlzheimer DiseaseProteomicsComputational BiologyGenomicsGene Expression ProfilingTranscriptomeAlgorithmsGraph Neural NetworksMultiomics

MeSH Terms

MultiomicsGraph Neural NetworksAlgorithmsAlzheimer DiseaseHumansBiomarkersNeural Networks, ComputerComputational BiologyGene Expression ProfilingGenomicsProteomicsTranscriptome

Keywords

OmicsComputer scienceData integrationMachine learningGraphArtificial intelligenceData miningComputational biologyBioinformaticsBiology

Sustainable Development Goals

SDG 0: Good health and well-being