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

Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning

PLoS ONE(2021)10.1371/journal.pone.0256428Source: DataRank Database

Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning is a research paper published in PLoS ONE (2021). On theSindex it has a DataRank of 0. It has been cited 54 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access54 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 (2 grants)OA: goldTopics (33)IDs (PubMed, PMC)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)

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 (4)

Nikhilesh R. Mazumder ORCID,Daniela P. Ladner ORCID,Randi E. Foraker ORCID,Aixia Guo ORCID

Live enrichment

PubMed:34464403 PMC:PMC8407576

National Institutes of Health

Grant: T32DK077662

National Institutes of Health

Grant: 5T32DK077662-17

Transplant Surgery Scientist Training Program

goldLicense: cc-by

publisherhttps://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0256428&type=printable

publisherhttps://dx.plos.org/10.1371/journal.pone.0256428

repositoryhttps://doaj.org/article/8be2fe0f334f46a7bcf30c01ab784a2d

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/8407576

Europe_PMChttps://europepmc.org/articles/PMC8407576

Fields of Study

0301 basic medicine0303 health sciences03 medical and health sciences

MeSH Terms

HumansLiver CirrhosisLogistic ModelsCohort StudiesAlgorithmsModels, TheoreticalMiddle AgedFemaleMaleElectronic Health RecordsMachine LearningNeural Networks, Computer

Keywords

Liver CirrhosisMaleScienceQRMiddle AgedModels, Theoretical310Cohort StudiesMachine LearningLogistic ModelsMedicineElectronic Health RecordsHumansFemaleNeural Networks, ComputerAlgorithmsResearch Article

Sustainable Development Goals

SDG 3: 3. Good health