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

Developing and Validating Machine Learning‐Driven Risk Indices to Predict Patient Dropout During Referral, Evaluation, and Waitlisting for Kidney Transplant

Clinical Transplantation(2025)10.1111/ctr.70325Source: DataRank Database

Developing and Validating Machine Learning‐Driven Risk Indices to Predict Patient Dropout During Referral, Evaluation, and Waitlisting for Kidney Transplant is a research paper published in Clinical Transplantation (2025). On theSindex it has a DataRank of 0.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access0 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: greenTopics (23)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 (14)

Enshuo Hsu ORCID,Thomas Potter ORCID,Ioannis A. Kakadiaris ORCID,David A. Axelrod ORCID,Faith Parsons

Live enrichment

PubMed:40971151 PMC:PMC12970565

NIH HHS

Grant: OT2 OD032581

National Institutes of Health: Artificial Intelligence/Machine Learning Consortium to Advance Health Equity and Researcher Diversity (AIM-AHEAD)

Grant: RF00280-SUB00153

greenLicense: cc-by

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12970565/

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1111/ctr.70325

publisherhttps://onlinelibrary.wiley.com/doi/full-xml/10.1111/ctr.70325

Europe_PMChttps://europepmc.org/articles/PMC12970565

Europe_PMChttps://europepmc.org/articles/PMC12970565?pdf=render

MeSH Terms

HumansKidney Failure, ChronicPrognosisKidney TransplantationRisk AssessmentRisk FactorsFollow-Up StudiesAdultMiddle AgedPatient DropoutsWaiting ListsReferral and ConsultationFemaleMaleMachine Learning

Keywords

EvaluationReferralDisparitiesMachine LearningAfrican AmericanHispanicKidney TransplantWaitlisting