Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System
Rajashekar N, Shin Y, Pu Y, Chung S, You K, Giuffre M, Chan C, Saarinen T, Hsiao A, Sekhon J, Wong A, Evans L, Kizilcec R, Laine L, Mccall T, Shung D. Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System. 2024, 1-20. DOI: 10.1145/3613904.3642024.Peer-Reviewed Original ResearchClinical decision support systemsHuman-computer interactionDecision support systemArtificial intelligenceAI-CDSSIntelligent clinical decision support systemSupport systemIntegration of artificial intelligenceHuman-algorithm interactionsEase-of-useLanguage modelHuman algorithmAI systemsSocio-technological challengesHealth-care providersMedical student participationQualitative themesClinical simulationClinical expertiseUpper gastrointestinal bleedingUsabilityBorderline decisionsLanguageClinical intuitionTrustChapter 10 Human-machine interaction: AI-assisted medicine, instead of AI-driven medicine
Kizilcec R, Shung D, Sung J. Chapter 10 Human-machine interaction: AI-assisted medicine, instead of AI-driven medicine. 2024, 131-140. DOI: 10.1016/b978-0-323-95068-8.00010-8.ChaptersAI systemsArtificial intelligenceExplainable AI techniquesDesigning AI systemsDevelopment of AI systemsIntegration of AIClinical workflowAI techniquesSociotechnical challengesAlgorithm aversionEffective useSystem outputWorkflowInteraction perspectiveSystemHeuristicsIntelligenceArtificialImprove patient careClinical care decisionsCare decisions