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Using machine‐learning methods to predict in‐hospital mortality through the Elixhauser index: A Medicare data analysis

Research in Nursing & Health(2023)10.1002/nur.22322Source: DataRank Database

Using machine‐learning methods to predict in‐hospital mortality through the Elixhauser index: A Medicare data analysis is a research paper published in Research in Nursing & Health (2023). On theSindex it has a DataRank of 0. It has been cited 6 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access6 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 0.95)OA: greenTopics (23)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)

Sherry Glied ORCID,Olga Yakusheva ORCID,Cohen Bevin,Amelia E. Schlak ORCID,Sunmoo Yoon ORCID

Live enrichment

PubMed:37221452 PMC:PMC10330510 OpenAlex:https://openalex.org/W4377940498

NIMHD NIH HHS

Grant: R01 MD011514

NINR NIH HHS

Grant: T32 NR014205

FWCI

0.95

Citation Percentile

0.8%

Citation Trend

2024

2025

2026

greenLicense: http://onlinelibrary.wiley.com/termsAndConditions#vor

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC10330510/pdf/nihms-1901983.pdf

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/nur.22322

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/10330510

journalhttps://doi.org/10.1002/nur.22322

Fields of Study

Machine Learning in HealthcareInsurance, Mortality, Demography, Risk ManagementStatistical Methods in Epidemiology

MeSH Terms

Machine LearningAdultAgedMedicareHospitalizationHumansRetrospective StudiesUnited StatesComorbidityHospital Mortality

Keywords

MedicineIndex (typography)GerontologyComputer scienceWorld Wide WebArtificial neural NetworkIn-hospital MortalityElixhauser IndexElastic Net ModelPresent-on- Admission

Sustainable Development Goals

SDG 0: Good health and well-being