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Dual‐stream algorithms for dementia detection: Harnessing structured and unstructured electronic health record data, a novel approach to prevalence estimation

Alzheimer s & Dementia(2025)10.1002/alz.70132Source: DataRank Database

Dual‐stream algorithms for dementia detection: Harnessing structured and unstructured electronic health record data, a novel approach to prevalence estimation is a research paper published in Alzheimer s & Dementia (2025). On theSindex it has a DataRank of 0. It has been cited 2 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access2 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (11 grants)Impact (FWCI 1.67)OA: hybridTopics (50)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 (20)

Ming Liu ORCID,Richard Beare ORCID,Nadine E. Andrew ORCID,David Ung ORCID,Alison Carver ORCID

Live enrichment

PubMed:40325920 OpenAlex:https://openalex.org/W4410104494

National Institutes of Health

Grant: R01DK129320

National Institute on Aging

Grant: ASPREE‐XTU01

National Institute on Aging

Grant: R01AG81223

National Institute on Aging

Grant: U01AG6786

NIA NIH HHS

Grant: U01 AG006786

National Health and Medical Research Council (NHMRC)

Grant: 1171966

NIA NIH HHS

Grant: R01 AG081223

NIA NIH HHS

Grant: ASPREE-XTU01

Medical Research Future

Grant: RRDHI000088

The Ralph S. and Beverley E. Caulkins Professorship of Neurodegenerative Diseases Research of the Mayo Clinic, USA

FWCI

1.67

Citation Percentile

0.8%

Citation Trend

2026

hybridLicense: cc-by

journalhttps://doi.org/10.1002/alz.70132

publisherhttps://doi.org/10.1002/alz.70132

publisherhttps://alz-journals.onlinelibrary.wiley.com/doi/pdf/10.1002/alz.70132

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40325920

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/12053150

Fields of Study

Dementia and Cognitive Impairment ResearchMachine Learning in HealthcareArtificial Intelligence in HealthcareHumansElectronic Health RecordsDementiaAlgorithmsMaleFemaleAgedNatural Language ProcessingPrevalenceAustraliaUnited StatesCohort StudiesAged, 80 and overMiddle Aged

MeSH Terms

AgedAged, 80 and overAlgorithmsAustraliaDementiaFemaleHumansMaleMiddle AgedNatural Language ProcessingUnited StatesCohort StudiesPrevalenceElectronic Health Records

Keywords

DementiaReceiver operating characteristicMachine learningRandom forestLogistic regressionArtificial intelligenceComputer scienceUnstructured dataSupport vector machineIdentification (biology)Data miningAlgorithmNatural language processingMedicineBig dataPredictive AlgorithmsDementia PrevalenceElectronic Health Record DataBig Data Methods