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

Federated Learning for Multicenter Collaboration in Ophthalmology

Ophthalmology Retina(2022)10.1016/j.oret.2022.02.015Source: DataRank Database

Federated Learning for Multicenter Collaboration in Ophthalmology is a research paper published in Ophthalmology Retina (2022). On theSindex it has a DataRank of 0. It has been cited 41 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access41 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 (10 grants)Impact (FWCI 4.95)OA: greenTopics (23)IDs (PubMed, PMC, OpenAlex)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 (59)

Adam Hanif,Praveer Singh ORCID,Ken Chang ORCID,Aaron S. Coyner ORCID,James M. Brown ORCID

Live enrichment

PubMed:35296449 PMC:PMC12316477 OpenAlex:https://openalex.org/W4220953959

NICHD NIH HHS

Grant: R01 HD107494

NEI NIH HHS

Grant: K12 EY027720

NEI NIH HHS

Grant: P30 EY010572

NEI NIH HHS

Grant: R01 EY019474

NICHD NIH HHS

Grant: R01 HD107493

NEI NIH HHS

Grant: R21 EY031883

NEI NIH HHS

Grant: R01 EY031331

National Eye Institute

Research to Prevent Blindness

National Institutes of Health

FWCI

4.95

Citation Percentile

1.0%

Citation Trend

2022

2023

2024

2025

2026

greenLicense: http://www.elsevier.com/open-access/userlicense/1.0/

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/12316477

publisherhttps://api.elsevier.com/content/article/PII:S2468653022001038?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2468653022001038?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.oret.2022.02.015

Fields of Study

Retinopathy of Prematurity StudiesTelemedicine and Telehealth ImplementationRetinal Imaging and Analysis

MeSH Terms

Diagnostic ImagingHumansInfant, NewbornOphthalmologyRetinopathy of PrematurityROC CurveReproducibility of Results

Keywords

MedicineRetinopathy of prematurityArtificial intelligenceReceiver operating characteristicInformaticsTraining setMachine learningMedical physicsComputer scienceInternal medicineepidemiologyDeep LearningFederated Learning

Sustainable Development Goals

SDG 0: Partnerships for the goals