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False-positive tolerant model misconduct mitigation in distributed federated learning on electronic health record data across clinical institutions

Scientific Reports(2025)10.1038/s41598-025-04069-2Source: DataRank Database

False-positive tolerant model misconduct mitigation in distributed federated learning on electronic health record data across clinical institutions is a research paper published in Scientific Reports (2025). On theSindex it has a DataRank of 0. It has been cited 1 time.

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Open Access1 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (8 grants)Impact (FWCI 1.12)OA: goldTopics (40)IDs (PubMed, PMC, 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 (3)

Anh Tuan Pham ORCID,Tsung-Ting Kuo ORCID,Maxim Edelson

Live enrichment

PubMed:40603924 PMC:PMC12223104 OpenAlex:https://openalex.org/W4411868207

National Institutes of Health

Grant: R01EB031030

NHGRI NIH HHS

Grant: RM1 HG011558

NHGRI NIH HHS

Grant: R01 HG011066

NHGRI NIH HHS

Grant: U54 HG012510

National Institutes of Health

Grant: 5R01HG011066-02

iAGREE: A Multi-Center, Networked Patient Consent Study

National Institutes of Health

Grant: 1R01EB031030-01A1

SOCAL: Privacy-protecting Sharing Of Clinical Data Across Laboratories

National Institutes of Health

Grant: 3RM1HG011558-02S1

Genetic & Social Determinants of Health: Center for Admixture Science and Technology

National Institutes of Health

Grant: 1U54HG012510-01

A FAIR Bridge2AI Center (FABRIC)

FWCI

1.12

Citation Percentile

0.8%

Citation Trend

2026

goldLicense: cc-by-nc-nd

journalhttps://www.nature.com/articles/s41598-025-04069-2.pdf

GOLDhttps://www.nature.com/articles/s41598-025-04069-2.pdf

publisherhttps://www.nature.com/articles/s41598-025-04069-2.pdf

publisherhttps://www.nature.com/articles/s41598-025-04069-2

journalhttps://doi.org/10.1038/s41598-025-04069-2

Fields of Study

Privacy-Preserving Technologies in DataAccess Control and TrustEthics and Social Impacts of AIMedicineComputer Science0202 electrical engineering, electronic engineering, information engineering02 engineering and technologyMachine LearningHumansElectronic Health RecordsFalse Positive ReactionsComputer SecurityROC CurveAlgorithmsFederated Learning

MeSH Terms

Machine LearningFederated LearningAlgorithmsFalse Positive ReactionsHumansROC CurveComputer SecurityElectronic Health Records

Keywords

Computer scienceMisconductHealth recordsElectronic health recordFederated learningData scienceDistributed computingPolitical scienceHealth careMachine LearningROC CurveHumansElectronic Health RecordsFalse Positive ReactionsArticleComputer SecurityAlgorithms