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Epistatic Features and Machine Learning Improve Alzheimer’s Disease Risk Prediction Over Polygenic Risk Scores

Journal of Alzheimer s Disease(2024)10.3233/jad-230236Source: DataRank Database

Epistatic Features and Machine Learning Improve Alzheimer’s Disease Risk Prediction Over Polygenic Risk Scores is a research paper published in Journal of Alzheimer s Disease (2024). On theSindex it has a DataRank of 0. It has been cited 8 times.

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Scored on demand from live citation data

Open Access8 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (55 grants)Impact (FWCI 3.16)OA: greenTopics (39)IDs (PubMed, PMC, 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 (9)

Janet Cady,Steven Armentrout,James P.B. O’Connor ORCID,Sarah Carlson Holdaway,Carlos Cruchaga ORCID

Live enrichment

PubMed:38788065 PMC:PMC11284654 OpenAlex:https://openalex.org/W4398775431

NHLBI NIH HHS

Grant: N01 HC065226

NIA NIH HHS

Grant: P01 AG026276

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Grant: P30 AG066519

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Grant: P30 AG072976

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Grant: R01 AG033193

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Grant: U01 AG032984

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Grant: P20 AG068077

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Grant: P30 AG072931

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Grant: P30 AG072978

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Grant: R01 AG070937

NHLBI NIH HHS

Grant: 75N92019D00031

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Grant: P30 AG062422

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Grant: P30 AG062715

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Grant: RF1 AG053303

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Grant: P20 AG068024

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Grant: R01 AG044546

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Grant: RC2 HL102419

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Grant: P20 AG068082

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Grant: R01 NS017950

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Grant: U24 AG072122

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Grant: P20 AG068053

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Grant: RF1 AG074007

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Grant: U01 AG058922

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Grant: P01 AG003991

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Grant: P30 AG066509

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Grant: P30 AG072975

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Grant: R01 AG008122

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Grant: U01 AG024904

FWCI

3.16

Citation Percentile

0.9%

Citation Trend

2024

2025

2026

greenLicense: https://journals.sagepub.com/page/policies/text-and-data-mining-license

repositoryhttps://escholarship.org/content/qt0z65p1vw/qt0z65p1vw.pdf

publisherhttps://journals.sagepub.com/doi/pdf/10.3233/JAD-230236

publisherhttps://journals.sagepub.com/doi/full-xml/10.3233/JAD-230236

repositoryhttps://escholarship.org/uc/item/0z65p1vw

Fields of Study

Genetic Associations and EpidemiologyGenomics and Rare DiseasesEpigenetics and DNA Methylation

MeSH Terms

Machine LearningGenetic Risk ScoreAgedAlzheimer DiseaseApolipoproteins EEpistasis, GeneticFemaleHumansMaleModels, GeneticGenetic Predisposition to DiseaseMultifactorial InheritancePolymorphism, Single NucleotideGenome-Wide Association Study

Keywords

Generalizability theoryPolygenic risk scoreEpistasisDiseaseHeritabilityMissing heritability problemPopulationMedicineBiologyPsychologyGenetic variantsGeneticsInternal medicineGenotypeDevelopmental psychologyGeneSingle-nucleotide polymorphismAlzheimer’s diseasedata miningMachine LearningPredictive Genetic TestingDeep Learning

Sustainable Development Goals

SDG 0: No poverty