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Benchmarking of pre-training strategies for electronic health record foundation models

JAMIA Open(2025)10.1093/jamiaopen/ooaf090Source: DataRank Database

Benchmarking of pre-training strategies for electronic health record foundation models is a research paper published in JAMIA Open (2025). On theSindex it has a DataRank of 0. It has been cited 3 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access3 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (4 grants)Impact (FWCI 3.66)OA: goldTopics (24)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 (6)

Shreya D’Souza,David Seong ORCID,Eloïse Berson ORCID,Camilo Espinosa ORCID,Nima Aghaeepour ORCID

Live enrichment

PubMed:40809468 PMC:PMC12349770 OpenAlex:https://openalex.org/W4413115429

National Institutes of Health

Grant: R35GM138353

Burroughs Wellcome Fund

Grant: 1019816

National Institutes of Health

Grant: 5R35GM138353-03

Machine Learning for Integrative Modeling of the Immune System in Clinical Settings

National Science Foundation

Grant: 2146755

Graduate Research Fellowship Program (GRFP)

FWCI

3.66

Citation Percentile

0.9%

Citation Trend

2025

2026

goldLicense: cc-by

journalhttps://academic.oup.com/jamiaopen/article-pdf/8/4/ooaf090/64038615/ooaf090.pdf

publisherhttps://academic.oup.com/jamiaopen/article-pdf/8/4/ooaf090/64038615/ooaf090.pdf

journalhttps://doi.org/10.1093/jamiaopen/ooaf090

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40809468

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/12349770

Fields of Study

Machine Learning in HealthcareElectronic Health Records SystemsArtificial Intelligence in Healthcare and Education0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

BenchmarkingMachine learningBaseline (sea)Computer scienceArtificial intelligenceTask (project management)TransferabilitySupervised learningF1 scoreCohortTraining (meteorology)TransformerMedicineEngineeringArtificial neural networkCardiovascular diseaseElectronic Health RecordFoundation ModelsBrief Communication

Sustainable Development Goals

SDG 0: Good health and well-being