相关实验视频

Updated: May 20, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

医疗教育中的ChatGPT和其他大型语言模型 - 范围范围的文献评论

Alexandra Aster¹, Matthias Carl Laupichler¹, Tamina Rockwell-Kollmann¹

¹Institute of Medical Education, University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.

Medical science educator

|March 27, 2025

概括

本综述总结了医学教育中大语言模型 (LLM) 的早期研究. 大多数研究都评估了LLM在考试中的表现,但很少使用严格的方法,强调需要更好的研究质量.

科学领域:

医学教育医学教育
人工智能的人工智能
自然语言处理自然语言处理.

背景情况:

大型语言模型 (LLM) 的快速出现为医学教育带来了新的机遇和挑战.
了解当前在该领域对LLM的研究环境对于指导未来的开发和实施至关重要.

研究的目的:

系统地审查和总结关于在医学教育中使用LLMs的科学出版物,在它们的第一年内可用.
识别现有文献中的趋势,共同研究领域和局限性.

主要方法:

根据PRISMA的指导方针进行了范围文献审查.
在五个科学文献数据库中使用预定义的术语进行了搜索.
从最初的1509个结果中,包括了145项研究.

主要成果:

大多数包括的研究集中在评估LLM在通过医学检查方面的能力.
额外的研究探讨了LLMs在医学培训中的优点,缺点和潜在应用.
发现的一个重大局限是经验研究的稀缺性和公布研究中方法论严谨性的普遍缺乏.

结论:

目前对医学教育中LLM的研究是新生的,主要是描述性的.
对于更具方法论健全的经验研究来推动该领域的发展,有着至关重要的需求.
一项拟议的研究议程旨在提高未来对医学教育中LLM的研究质量和影响.

关键词:

人工智能的人工智能是人工智能.聊天GPT 聊天在GPT 聊天生成性AI是一种人工智能.大型语言模型.医学教育医学教育

更多相关视频

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

相关概念视频

Methods of Documentation VI: Case Management Model

Methods of Documentation VI: Case Management Model

The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...

Health Literacy

Health Literacy

Health literacy is an individual's or a community's capacity to comprehend, receive, read, and use relevant healthcare information and services. The World Health Organization (WHO, 2018) defines health literacy as the cognitive and social skills that determine the ability of individuals to gain access to, understand, and use information in ways that promote and maintain good health. As a result, the WHO helps individuals manage long-term health concerns, participate in preventative...