技术,机遇,挑战和整合生成人工智能的未来方向在医学教育:一个叙事审查
1Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA.
Ewha medical journal
|October 2, 2025
概括
生成型人工智能 (GenAI) 为医学教育提供了新的工具,提高了学习和效率. 然而,解决人工智能准确性,伦理和偏见对于负责任的整合和培训未来医生至关重要.
科学领域:
- 医疗教育 技术 技术 医学教育
- 医疗保健中的人工智能
- 数字健康数字健康
背景情况:
- 生成型人工智能 (GenAI) 正在迅速改变医学教育.
- 像GPT-4和DALL-E这样的工具提供了个性化的学习,模拟和内容创建的潜力.
- 医学院正在探索GenAI以支持学生和提高行政效率.
研究的目的:
- 探索GenAI在医学教育中的变革潜力.
- 确定与GenAI集成相关的机遇和挑战.
- 为负责和有效地采用GenAI.提出战略.
主要方法:
- 审查目前在医学院的GenAI应用程序.
- 对GenAI对参与度和效率的影响初步证据的分析.
- 确定关键的伦理,学术和教学问题.
主要成果:
- 基因人工智能显示出增强个性化学习,临床模拟和内容创建的潜力.
- 初步数据表明,学生参与度和教育效率有所改善.
- 显著的挑战包括人工智能产生的不准确性,偏见,抄袭风险,以及对人文价值观的潜在影响.
结论:
- 一种平衡的方法优先考虑准确性,公平性,透明度和人类监督对于GenAI的采用至关重要.
- 教师发展,人工智能素养,道德框架和基础设施投资对于可持续融合至关重要.
- 医学教育必须适应人工智能技术熟练的医生,同时坚持富有同情心的护理.
相关概念视频
Issues And Trends In Healthcare Delivery System
6.1K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K
Microorganisms in Medicine and Therapeutics
982
Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
982
Non-equilibrium in the Cell
5.3K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
5.3K
Integrated Healthcare System
2.3K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
2.3K
What is Genetic Engineering?
79.6K
Overview
79.6K
Health Information Technology and Healthcare Information System
3.3K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
3.3K
