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Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study

JMIR Aging(2024)10.2196/54748Source: DataRank Database

Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study is a research paper published in JMIR Aging (2024). On theSindex it has a DataRank of 0. It has been cited 17 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access17 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (5 grants)Impact (FWCI 4.13)OA: goldTopics (28)IDs (PubMed, PMC, 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 (9)

Zenan Sun ORCID,Yi Nian ORCID,Yichen Wang ORCID,Yifang Dang ORCID,Fang Li ORCID

Live enrichment

PubMed:38976869 PMC:PMC11263893 OpenAlex:https://openalex.org/W4399296084

NIA NIH HHS

Grant: R01 AG083039

NLM NIH HHS

Grant: T15 LM007093

NIA NIH HHS

Grant: R01 AG084236

NIA NIH HHS

Grant: RF1 AG072799

NIA NIH HHS

Grant: R56 AG074604

FWCI

4.13

Citation Percentile

0.9%

Citation Trend

2024

2025

2026

goldLicense: cc-by

journalhttps://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-54748-accepted.pdf

publisherhttps://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-54748-accepted.pdf

journalhttps://doi.org/10.2196/54748

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38976869

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/11263893

Fields of Study

Machine Learning in HealthcareExplainable Artificial Intelligence (XAI)Dementia and Cognitive Impairment Research

MeSH Terms

Machine LearningAgedAlgorithmsAlzheimer DiseaseDementiaFemaleHumansMaleRisk FactorsNeural Networks, ComputerRisk Assessment

Keywords

PreprintAlzheimer's diseaseArtificial neural networkComputer scienceArtificial intelligenceMedicineDiseaseWorld Wide WebInternal medicineMachine LearningRisk PredictionGraph Neural NetworkAlzheimer Disease And Related DementiasRelation Importance