Large language models facilitate the generation of electronic health record phenotyping algorithms
Yan C, Ong H, Grabowska M, Krantz M, Su W, Dickson A, Peterson J, Feng Q, Roden D, Stein C, Kerchberger V, Malin B, Wei W. Large language models facilitate the generation of electronic health record phenotyping algorithms. Journal Of The American Medical Informatics Association 2024, 31: 1994-2001. PMID: 38613820, PMCID: PMC11339509, DOI: 10.1093/jamia/ocae072.Peer-Reviewed Original ResearchPhenotyping algorithmsLanguage modelElectronic health recordsHigh-quality algorithmsElectronic health record phenotyping algorithmsSQL executionSQL queriesDomain expertsKnowledge discoveryLimited scalabilityData modelCritical metricsAlgorithmic logicAlgorithmCore taskAccurate algorithmHealth recordsSQLElectronic medical recordsExpert evaluation scoresHealth researchEvidence synthesisEHR phenotypesLogicChatGPT