Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

A large language model–based generative natural language processing framework fine‐tuned on clinical notes accurately extracts headache frequency from electronic health records

Headache The Journal of Head and Face Pain(2024)10.1111/head.14702Source: DataRank Database

A large language model–based generative natural language processing framework fine‐tuned on clinical notes accurately extracts headache frequency from electronic health records is a research paper published in Headache The Journal of Head and Face Pain (2024). On theSindex it has a DataRank of 0. It has been cited 42 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access42 citations

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)OA: greenTopics (29)IDs (PubMed, PMC)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (9)

Man Luo ORCID,Gina Dumkrieger ORCID,Shubham Trivedi ORCID,Yi‐Chieh Chen ORCID,Chieh‐Ju Chao ORCID

Live enrichment

PubMed:38525734 PMC:PMC12128507

National Cancer Institute

Grant: U01 CA269264‐01‐1

NCI NIH HHS

Grant: U01 CA269264

NIH/National Cancer Institute

Grant: U01 CA269264-01-1

National Institutes of Health

Grant: 1U01CA269264-01

Flexible NLP toolkit for automatic curation of outcomes for breast cancer patients

greenLicense: cc-by-nc-nd

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12128507/pdf/nihms-2076327.pdf

publisherhttps://headachejournal.onlinelibrary.wiley.com/doi/pdf/10.1111/head.14702

Europe_PMChttps://europepmc.org/articles/PMC12128507

Europe_PMChttps://europepmc.org/articles/PMC12128507?pdf=render

https://doi.org/10.1101/2023.10.02.23296403

Fields of Study

02 engineering and technology0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

HumansHeadacheRetrospective StudiesCross-Sectional StudiesAlgorithmsNatural Language ProcessingAdultMiddle AgedFemaleMaleElectronic Health Records

Keywords

Artificial intelligenceMigraineHeadache FrequencyNatural Language ProcessingLarge Language ModelMaleAdultHeadacheMiddle AgedArticleCross-Sectional StudiesHumansElectronic Health RecordsFemaleAlgorithmsRetrospective Studies