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

Using artificial intelligence to model expert panel diagnosis of cholecystitis severity

Surgical Endoscopy(2025)10.1007/s00464-025-12015-6Source: DataRank Database

Using artificial intelligence to model expert panel diagnosis of cholecystitis severity is a research paper published in Surgical Endoscopy (2025). On theSindex it has a DataRank of 0. It has been cited 3 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access3 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 (3 grants)OA: hybridTopics (27)IDs (PubMed)

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 (10)

Emmett D. Goodman ORCID,Josiah Aklilu ORCID,Sebastiano Bartoletti ORCID,Kay S. Hung ORCID,Janice H. Yang

Live enrichment

PubMed:40825893

U.S. National Library of Medicine

Grant: T15LM007033

National Science Foundation

Grant: 2026498

FW-HTF-RL: Learning systems that enable healthcare workers to perfect safety-critical hospital work

National Institutes of Health

Grant: 5T15LM007033-36

Biomedical Informatics Training at Stanford

hybridLicense: cc-by-nc-nd

publisherhttps://link.springer.com/content/pdf/10.1007/s00464-025-12015-6.pdf

publisherhttps://link.springer.com/article/10.1007/s00464-025-12015-6/fulltext.html

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12500764/pdf/464_2025_Article_12015.pdf

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12500764/

https://doi.org/10.1007/s00464-025-12015-6

Fields of Study

03 medical and health sciences0302 clinical medicineHumansArtificial IntelligenceCholecystectomy, LaparoscopicSeverity of Illness IndexCholecystitisVideo RecordingObserver Variation

MeSH Terms

HumansArtificial IntelligenceCholecystectomy, LaparoscopicSeverity of Illness IndexCholecystitisVideo RecordingObserver Variation

Keywords

Observer VariationCholecystectomy, LaparoscopicArtificial IntelligenceCholecystitisVideo RecordingHumansSeverity of Illness IndexArticleComputer visionDiagnosis predictionInter-rater variability