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Evaluating the clinical utility of multimodal large language models in rare maculopathy

Scientific Reports(2025)10.1038/s41598-025-29299-2Source: DataRank Database

Evaluating the clinical utility of multimodal large language models in rare maculopathy is a research paper published in Scientific Reports (2025). On theSindex it has a DataRank of 0. It has been cited 2 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access2 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (6 grants)Impact (FWCI 1.38)OA: goldTopics (41)IDs (PubMed, PMC, OpenAlex)Annotations (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)

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Authors (10)

Evan Walker ORCID,Ines D. Nagel ORCID,Nehal Nailesh Mehta ORCID,Jesse Most ORCID,Henry Ferreyra ORCID

Live enrichment

PubMed:41339423 PMC:PMC12764543 OpenAlex:https://openalex.org/W4416965282

National Institutes of Health

Grant: P30 EY010572

Oregon Health and Science University

Grant: Malcolm M. Marquis, MD Endowed Fund for Innovation to Casey Eye Institute

NEI NIH HHS

Grant: K12 EY027720

Foundation Fighting Blindness

Research to Prevent Blindness

Nixon Visions Foundation Grant

FWCI

1.38

Citation Percentile

0.8%

Citation Trend

2026

goldLicense: cc-by

journalhttps://www.nature.com/articles/s41598-025-29299-2_reference.pdf

publisherhttps://www.nature.com/articles/s41598-025-29299-2_reference.pdf

publisherhttps://www.nature.com/articles/s41598-025-29299-2.pdf

publisherhttps://www.nature.com/articles/s41598-025-29299-2

journalhttps://doi.org/10.1038/s41598-025-29299-2

Fields of Study

Ophthalmology and Visual Impairment StudiesRetinal and Macular SurgeryRetinal Diseases and TreatmentsHumansMaleFemaleRetrospective StudiesMiddle AgedAdultMacular DegenerationMultimodal ImagingStargardt DiseaseRetinaSensitivity and SpecificityDiagnosis, DifferentialAgedLarge Language Models

MeSH Terms

Stargardt DiseaseLarge Language ModelsAdultAgedDiagnosis, DifferentialFemaleHumansMacular DegenerationMaleMiddle AgedRetinaRetrospective StudiesSensitivity and SpecificityMultimodal Imaging

Keywords

MaculopathyRetinalContrast (vision)ModalitiesModality (human–computer interaction)Medical diagnosisStargardt diseasePentosan Polysulfate SodiumPattern DystrophyStargardt

Evaluating the clinical utility of multimodal large language models in rare maculopathy

FAIR Checklist

Authors (10)

Funding (6 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)