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RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf002Source: DataRank Database

RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements is a research paper published in Journal of the American Medical Informatics Association (2025). On theSindex it has a DataRank of 0. It has been cited 17 times.

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Open Access17 citations

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Linked data & code

RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements · arXiv

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (14 grants)Impact (FWCI 7.40)OA: hybridTopics (47)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, PMC, OpenAlex)SDGs (1)

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Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
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Reusable (0/3)

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Authors (4)

Shuang Zhou ORCID,Mingchen Li ORCID,Rui Zhang ORCID,Zaifu Zhan ORCID

Live enrichment

PubMed:39798153 PMC:PMC11833482 OpenAlex:https://openalex.org/W4406288888

National Center for Complementary and Integrative Health

Grant: R01AT009457

National Center for Complementary and Integrative Health

Grant: U01AT012871

National Institute on Aging

Grant: R01AG078154

National Cancer Institute

Grant: R01CA287413

National Institute of Diabetes and Digestive and Kidney Diseases

Grant: R01DK115629

National Institute on Minority Health and Health Disparities

Grant: 1R21MD019134-01

NIMHD NIH HHS

Grant: R21 MD019134

National Institutes of Health

Grant: 5R01AT009457-07

A Translational Informatics Framework to Mine Efficacy and Safety of Dietary Supplements

National Institutes of Health

Grant: 5R01AG078154-02

Detecting synergistic effects of pharmacological and non-pharmacological interventions for AD/ADRD

National Institutes of Health

Grant: 5R01CA287413-02

SCH: A New Computational Framework for Learning from Imbalanced Biomedical Data

National Institutes of Health

Grant: 5R01DK115629-06

Racial disparities in access to kidney transplantation

National Institutes of Health

Grant: 5U01AT012871-02

COMBINI: connecting COmplementary Medicine evidence and BIological kNowledge to support Integrative Health

National Institutes of Health

NIH HHS

FWCI

7.40

Citation Percentile

1.0%

Influential Citations

Citation Trend

2025

2026

hybridLicense: cc-by-nc-nd

journalhttps://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf002/61415205/ocaf002.pdf

HYBRIDhttps://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf002/61415205/ocaf002.pdf

publisherhttps://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf002/61415205/ocaf002.pdf

publisherhttps://academic.oup.com/jamia/article-pdf/32/3/545/61415205/ocaf002.pdf

journalhttps://doi.org/10.1093/jamia/ocaf002

Fields of Study

Biomedical Text Mining and OntologiesTopic ModelingHealth Literacy and Information AccessibilityComputer ScienceMedicine02 engineering and technology0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

Machine LearningLarge Language ModelsHumansNatural Language ProcessingInformation Storage and RetrievalDietary SupplementsData MiningElectronic Health Records

Keywords

Computer scienceTask (project management)Relationship extractionInformation extractionNatural language processingPerformance improvementNamed-entity recognitionSet (abstract data type)F1 scoreArtificial intelligenceBiomedical text miningInformation retrievalMachine learningText miningDietary SupplementsMulti-task LearningLarge Language ModelRetrieval-augmented GenerationInstruction Fine-tuningFOS: Computer and information sciencesComputer Science - Computation and LanguageComputer Science - Artificial IntelligenceInformation Storage and RetrievalResearch and ApplicationsComputational Engineering, Finance, and Science (cs.CE)Large Language ModelsArtificial Intelligence (cs.AI)HumansElectronic Health RecordsData MiningComputer Science - Computational Engineering, Finance, and ScienceComputation and Language (cs.CL)

Sustainable Development Goals

SDG 0: Quality Education

RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements

10.48550/arxiv.2411.15700arXiv