LeafAI: query generator for clinical cohort discovery rivaling a human programmer
Dobbins N, Han B, Zhou W, Lan K, Kim H, Harrington R, Uzuner Ö, Yetisgen M. LeafAI: query generator for clinical cohort discovery rivaling a human programmer. Journal Of The American Medical Informatics Association 2023, 30: 1954-1964. PMID: 37550244, PMCID: PMC10654856, DOI: 10.1093/jamia/ocad149.Peer-Reviewed Original ResearchConceptsUnified Medical Language SystemHuman programmersQuery creationDatabase programmersText processing problemsUnified Medical Language System conceptsState-of-the-artLogical reasoning capabilityKnowledge baseMedical Language SystemRule-based moduleHybrid deep learningQuery generationSchema elementsEntity recognitionReasoning capabilitiesQuery designDeep learningQueryCohort discoveryClinical trial eligibility criteriaLanguage systemConditional reasoningClinical trialsSequence-to-sequence transformation
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