Optimizing large language models in digestive disease: strategies and challenges to improve clinical outcomes
Giuffrè M, Kresevic S, Pugliese N, You K, Shung D. Optimizing large language models in digestive disease: strategies and challenges to improve clinical outcomes. Liver International 2024, 44: 2114-2124. PMID: 38819632, DOI: 10.1111/liv.15974.Peer-Reviewed Original ResearchSupervised fine-tuningHuman feedbackLanguage modelAccurate information retrievalInformation retrievalReinforcement learningDomain knowledgeText corpusNeural networkModel trainingAdaptive methodField of digestive diseasesFine-tuningWindow limitRetrievalIncreased accuracyAccuracyDigestive diseasesImprove healthcareDefinition of accuracyLearningIncrease patients' qualityClinical decision-makingSpecialized knowledgeDiverse sources