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Evaluating dimensionality reduction of comorbidities for predictive modeling in individuals with neurofibromatosis type 1

JAMIA Open(2024)10.1093/jamiaopen/ooae157Source: DataRank Database

Evaluating dimensionality reduction of comorbidities for predictive modeling in individuals with neurofibromatosis type 1 is a research paper published in JAMIA Open (2024). On theSindex it has a DataRank of 0. It has been cited 2 times.

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0DataRank · unranked

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Open Access2 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 0.55)OA: goldTopics (20)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 (8)

Ethan Hillis,Inez Y. Oh ORCID,Stephanie M. Morris ORCID,Zach Abrams,Randi E. Foraker ORCID

Live enrichment

PubMed:39845289 PMC:PMC11752863 OpenAlex:https://openalex.org/W4406782996

National Institutes of Health

Grant: R01NS131112

National Institutes of Health

Grant: 1R01NS131112-01

Personalized risk assessment in Neurofibromatosis Type 1

National Institute of Neurological Disorders and Stroke

FWCI

0.55

Citation Percentile

0.7%

Citation Trend

2025

2026

goldLicense: cc-by-nc

journalhttps://doi.org/10.1093/jamiaopen/ooae157

publisherhttps://academic.oup.com/jamiaopen/article-pdf/8/1/ooae157/61557341/ooae157.pdf

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39845289

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/11752863

repositoryhttps://digitalcommons.wustl.edu/oa_4/4800

Fields of Study

Neurofibromatosis and Schwannoma CasesGenomics and Rare DiseasesArtificial Intelligence in Healthcare and Education0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

OverfittingRandom forestDimensionality reductionComputer scienceArtificial intelligenceMachine learningData miningFeature (linguistics)Multifactor dimensionality reductionPattern recognition (psychology)Predictive modelingNeurofibromatosis Type 1Electronic Health RecordsClinical Research InformaticsResearch and Applications

Sustainable Development Goals

SDG 0: Life in Land