AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models
Datta S, Lee K, Paek H, Manion F, Ofoegbu N, Du J, Li Y, Huang L, Wang J, Lin B, Xu H, Wang X. AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models. Journal Of The American Medical Informatics Association 2023, 31: 375-385. PMID: 37952206, PMCID: PMC10797270, DOI: 10.1093/jamia/ocad218.Peer-Reviewed Original ResearchConceptsLanguage modelInformation extraction systemOverall F1 scoreCriteria informationF1 scoreManual annotationScalable solutionContextual informationComplex scenariosContextual attributesExtraction systemReal-world settingsSystem evaluationModeling capabilitiesClinical trial protocol documentsInformationProtocol documents