Artificial Intelligence (AI) has been advancing rapidly and with the advent of large language models (LLMs) in late 2022, numerous opportunities have emerged for adopting this technology across various domains, including medicine. These innovations hold immense potential to revolutionize and modernize medical education. Our research project leverages large language models to enhance medical education and address workflow challenges through the development of MediTools - AI Medical Education. This prototype application focuses on developing interactive tools that simulate real-life clinical scenarios, provide access to medical literature, and keep users updated with the latest medical news. Our first tool is a dermatology case simulation tool that uses real patient images depicting various dermatological conditions and enables interaction with LLMs acting as virtual patients. This platform allows users to practice their diagnostic skills and enhance their clinical decision-making abilities. The application also features two additional tools: an AI-enhanced PubMed tool for engaging with LLMs to gain deeper insights into research papers, and a Google News tool that offers LLM generated summaries of articles for various medical specialties. A comprehensive survey has been conducted among medical professionals and students to gather initial feedback on the effectiveness and user satisfaction of MediTools, providing insights for further development and refinement of the application. This research demonstrates the potential of AI-driven tools in transforming and revolutionizing medical education, offering a scalable and interactive platform for continuous learning and skill development.
翻译:人工智能(AI)技术发展迅猛,随着2022年末大语言模型(LLMs)的出现,在包括医学在内的多个领域应用该技术的新机遇不断涌现。这些创新为医学教育的变革与现代化带来了巨大潜力。我们的研究项目通过开发MediTools——AI医学教育平台,利用大语言模型来增强医学教育并解决工作流程中的挑战。该原型应用专注于开发交互式工具,以模拟真实临床场景、提供医学文献访问渠道,并帮助用户获取最新医学资讯。我们的首个工具是皮肤病学案例模拟工具,该工具使用真实患者图像展示多种皮肤病症状,并支持用户与扮演虚拟患者的大语言模型进行交互。该平台使用户能够练习诊断技能并提升临床决策能力。该应用还包含另外两个工具:一是AI增强的PubMed工具,可通过与大语言模型交互深入理解研究论文;二是Google新闻工具,可提供针对各医学专业文章的LLM生成摘要。我们已在医学专业人士和学生中开展全面调查,收集关于MediTools有效性与用户满意度的初步反馈,为应用的进一步开发与完善提供依据。本研究证明了AI驱动工具在变革医学教育方面的潜力,为持续学习与技能提升提供了可扩展的交互式平台。