Local large language models for privacy-preserving accelerated review of historic echocardiogram reports
Vaid A, Duong S, Lampert J, Kovatch P, Freeman R, Argulian E, Croft L, Lerakis S, Goldman M, Khera R, Nadkarni G. Local large language models for privacy-preserving accelerated review of historic echocardiogram reports. Journal Of The American Medical Informatics Association 2024, 31: 2097-2102. PMID: 38687616, PMCID: PMC11339495, DOI: 10.1093/jamia/ocae085.Peer-Reviewed Original ResearchLanguage modelEchocardiogram reportsGround-truth answersText similarity measuresMount Sinai Health SystemQuestion-answer pairsEnhancing clinical decision-makingSinai Health SystemIntervention identificationClinical decision-makingHealth systemPatient careComplex patient dataRelevant snippetsSimilarity measureComplex cardiac diseaseGround truth