一个学术观点 (2025) 整合生成人工智能在医学教育:转变学习和实践
Mohammad Almansour1, Mona Soliman1, Raniah Aldekhyyel1
1Department of Medical Education, College of Medicine, King Saud University, Riyadh, SAU.
Cureus
|April 25, 2025
概括
生成型人工智能 (GAI) 通过个性化辅导和行政效率来增强医学教育. 伦理实施对于改善医疗保健专业人员培训和患者护理至关重要.
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 (GAI) 为医学教育带来了变革的潜力.
- 传统方法在教学,评估和临床培训方面面临挑战.
- GAI提供创新解决方案,以提高学习体验和行政效率.
研究的目的:
- 探索GAI在医学教育中的当前和潜在应用.
- 评估GAI在各种教育领域的可行性和影响.
- 确定GAI可以优化学习和培训的关键领域.
主要方法:
- 采用了一个叙事审查方法.
- 在2025年1月,在PubMed,Scopus和谷歌学者中进行了结构化的文献搜索.
- 使用了专家分析,包括代头脑风暴和六位领域专家的评估.
主要成果:
- 确定了GAI应用的十个领域:质量和管理,课程开发,教学和学习,评估和评估,临床培训,学术指导,学生研究,学生事务,实习管理和学生活动.
- 通过自适应辅导和绩效仪表板,GAI促进了个性化的学习.
- 通过沉浸式模拟和虚拟患者接触,GAI增强了临床培训,并简化了研究过程.
结论:
- GAI具有显著的潜力,可以提高医疗环境中的教育质量和运营效率.
- 伦理考虑,包括数据隐私,算法偏见和公平访问,需要强大的框架和政策.
- 有针对性和以道德为导向的GAI实施可以为未来的医疗保健专业人员提供以患者为中心的护理所必需的适应性技能.
相关概念视频
01:29Issues And Trends In Healthcare Delivery System
5.5K
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...
5.5K
01:20Integrated Healthcare System
1.5K
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,...
1.5K
01:30Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
01:16Non-equilibrium in the Cell
4.1K
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...
4.1K
01:30Health Information Technology and Healthcare Information System
750
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:
750
01:26Methods Of Healthcare Delivery System
3.1K
At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
3.1K