Accuracy, Consistency, and Hallucination of Large Language Models When Analyzing Unstructured Clinical Notes in Electronic Medical Records
Savyasachi V. Shah
Abstract
Kathryn G. Burford, PhD; Nicole G. Itzkowitz, MSc; Ashley G. Ortega, BSc; Julien O. Teitler, PhD; Andrew G. Rundle, DrPH
Topics & Concepts
Consistency (knowledge bases)Unstructured dataMedical recordNatural language processingPsychologyComputer scienceArtificial intelligenceData miningMedicineRadiologyBig dataMachine Learning in HealthcareTopic Modeling