Generative AI and large language models in health care: pathways to implementation
Marium Raza, Kaushik P. Venkatesh, Joseph C. Kvedar
Abstract
In November 2022, OpenAI launched ChatGPT, an artificial intelligence (AI) chatbot and search tool. ChatGPT is a tool that uses generative AI: AI that is designed to create or generate new content, such as text, images, or music from trained parameters 1 . Tools like ChatGPT use “large language models” (LLMs), multi-layer neural networks that are trained on large amounts of data to simulate human conversation 2 . Other LLM tools include Google’s Bard, Microsoft Bing, Chatsonic, Github Copilot, and ChatSonic to name just a few. LLMs themselves are an example of a “foundation model,” a broader term for an AI model trained on a large quantity of data at scale.
Topics & Concepts
Generative grammarConversationChecklistComputer scienceGenerative modelArtificial intelligenceHealth recordsStrengths and weaknessesData scienceHealth careNatural language processingPsychologyCommunicationCognitive psychologySocial psychologyEconomicsEconomic growthArtificial Intelligence in Healthcare and EducationMachine Learning in HealthcareTopic Modeling