医学大语言模型的应用现状与发展趋势研究

Research on the current application and development trend of medical large language model

综述了大语言模型在医学领域的研究进展、应用现状、面临的挑战及未来发展方向。文章梳理了大语言模型的概念和发展历程,概述了其在医学领域应用的技术原理,在医疗实践、医学教育等场景中的应用情况,探讨了医学大语言模型的未来发展方向,及其面临的隐私和安全问题、数据集规模等挑战。

This paper reviews the research progress,current application status,challenges and future development direction of large language models in the medical field.It outlines the concept and development history of large language models,summarizes the technical principles of their applications in the medical field,and describes their applications in various medical scenarios such as medical practice and medical education.This paper also explores the future development directions of medical large language models and discusses the challenges faced such as privacy and security issues,as well as the scale of datasets.